Paper Citation Record · LEDGER

Beyond Content: Behavioral Policies Reveal Actors in Information Operations

As of 5 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2602.02838.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2602.02838 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:19:44.386088Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

verified exact0
verified fuzzy0
unresolved52
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd09504d-89cb-4d32-900d-c8c117e32d84 · outbound

This paper cites Arora and P.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Arora and P

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:37.642372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32498ac4-09a1-4e1d-a481-73d4ed6d709a · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:37.755767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 789ef331-b605-4319-8d36-a127f8e5cafe · outbound

This paper cites Baumgartner, S.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Baumgartner, S

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:37.867850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86b03fcb-88f2-44b6-a472-8fdc6fa08c8f · outbound

This paper cites Bellutta and K.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Bellutta and K

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:37.984450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e204700-2b74-4c7b-8ac2-5f8b8e4e9bf9 · outbound

This paper cites Bursztein, B.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Bursztein, B

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:38.155906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cb79cf6-84b3-4828-8a54-41c5cfe51a12 · outbound

This paper cites Cinelli, S.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Cinelli, S

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:38.370893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c467fce-66cd-4420-ae85-5dd4fc8aece6 · outbound

This paper cites Cinus, M.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Cinus, M

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:38.563467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f77111f2-e94f-47e4-a5b7-414b563f1df3 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:38.709565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65492484-e785-43ce-adeb-a492174a9df5 · outbound

This paper cites Del Vicario, A.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Del Vicario, A

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:38.888376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adfd46f4-3562-4645-9368-49823556bc0a · outbound

This paper cites Elmas, R.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Elmas, R

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.010575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cfd0fdf-fa0f-44d8-a30f-e8fc84196b15 · outbound

This paper cites Geissler and S.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Geissler and S

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.103336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6a70bfe-3b45-43f8-b8b0-436711ff63b2 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.283115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d034861a-73b2-4505-b2ae-e63abab60b45 · outbound

This paper cites Gonz´ alez-Bail´ on and M.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Gonz´ alez-Bail´ on and M

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.386787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b9e0d27-eabc-4cf7-b0f4-bfd27d3b81dc · outbound

This paper cites Grinberg, K.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Grinberg, K

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.443058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 234de366-fe5f-4a8c-b5e2-d37262cd262c · outbound

This paper cites Hasher, D.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Hasher, D

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.583528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 694ae644-8866-47aa-904f-7d53ea86a0d6 · outbound

This paper cites Ho and S.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Ho and S

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.712671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a8f880f-610d-4c42-bec8-9bd2ba59d979 · outbound

This paper cites Horta Ribeiro, H.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Horta Ribeiro, H

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.791388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1427273-6948-4bc2-bd60-0e91ee055440 · outbound

This paper cites Information Operations.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Information Operations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.861688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8002993-f77b-4e67-8895-80eadfd3827b · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:39.931540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4333372a-adaf-4145-bdd8-7999cb0b0434 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:40.019303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f0fb2f-eaf8-4dc0-b94f-f2c826481049 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:40.149478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13fa74ad-2a5d-42f4-af4b-591f12652687 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:40.355453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d22a7648-9513-4557-95ab-51eb756a1c52 · outbound

This paper cites Lorenz, H.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Lorenz, H

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:40.494437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b0142ef-88fb-4f61-b7df-41545ac964e6 · outbound

This paper cites Luceri, S.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Luceri, S

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:40.701931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1806061-489a-468f-a1e7-b91017e4f0cd · outbound

This paper cites Luceri, V.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Luceri, V

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:40.872009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b269021-f93d-445b-be59-96d651c70eb2 · outbound

This paper cites McInnes, J.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations McInnes, J

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.033724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0e2147e-b788-4f3a-827d-e7610619ca64 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.201163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 771728ae-e718-4879-b45e-c1f5a6a72766 · outbound

This paper cites Pacheco, A.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Pacheco, A

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.357346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 840c613d-2c82-4be5-8253-236e3c9b705c · outbound

This paper cites Pacheco, P.-M.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Pacheco, P.-M

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.512655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbda6184-eb55-430a-b8c4-62e54debcf00 · outbound

This paper cites Pennycook, T.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Pennycook, T

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.562157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f0caa36-23db-48dc-a253-6480f558b90d · outbound

This paper cites Pfeffer, D.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Pfeffer, D

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.620866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37fa3d3d-a733-4ec8-bf69-627f625a1158 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.680526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658fac30-3156-4cdc-af67-2b2782c3e990 · outbound

This paper cites Pougu´ e-Biyong, V.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Pougu´ e-Biyong, V

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.780988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bccf1b7-2cd2-4212-9453-ed8b616d392c · outbound

This paper cites Rizoiu, L.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Rizoiu, L

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:41.895643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a7d9c01-c31e-4802-9ab1-d2053166ca40 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.060680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862b803c-ed21-484b-ba40-afda985ccd01 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.131344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b241f121-5fd9-4ae9-ab39-671035bc0e59 · outbound

This paper cites Sayyadiharikandeh, O.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Sayyadiharikandeh, O

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.270281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbaea762-a737-41a5-9590-334cd03010a7 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.359942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a94adb-e72e-4a03-9966-4d0ec41a5eec · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.465990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e89f63f-9f60-4b5d-b1ab-6b1971025565 · outbound

This paper cites Spitale, N.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Spitale, N

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.615706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6626396d-94d8-4c97-8057-b9a9d100698d · outbound

This paper cites Starbird, A.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Starbird, A

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.711084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6274569e-66df-40f0-ae9e-f0508e370ed5 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.818776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2190a41-2b91-4a50-9d70-f6b6ec5fd0f4 · outbound

This paper cites Tardelli, L.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Tardelli, L

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.895647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90472b06-0ce9-4de6-91c8-085d74a52c0d · outbound

This paper cites Thomas, F.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Thomas, F

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:42.971231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c05dd4-64b9-4c56-8faa-ca67ee450258 · outbound

This paper cites van der Maaten and G.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations van der Maaten and G

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:43.127987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa523bd-dbd2-406a-a170-b2bcb6c0b005 · outbound

This paper cites Vosoughi, D.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Vosoughi, D

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:43.269149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d43e02d1-e220-417e-93bd-926f3073b869 · outbound

This paper cites Warner, A.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Warner, A

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:43.485570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6ec9d5e-e7a8-48f5-92e6-b56f5e72572d · outbound

This paper cites Maximum Entropy Deep Inverse Reinforcement Learning.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Maximum Entropy Deep Inverse Reinforcement Learning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:43.637915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6259f9e-6697-4838-9583-7e447d858dc4 · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:43.799552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d05eb0-0937-475e-b741-908ccb35e584 · outbound

This paper cites Zannettou, T.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Zannettou, T

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:43.921828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a020fb5-cb65-48b3-9155-bc8fd6350ea1 · outbound

This paper cites Zannettou, M.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Zannettou, M

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:44.093577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7145fdbe-c25e-4a77-afcf-7ecd39782b4e · outbound

This paper cites an unresolved cited work.

Beyond Content: Behavioral Policies Reveal Actors in Information Operations Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T05:19:44.264442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b5c77b-f6d7-43cf-bf0e-16e67dd496c7 · outbound

This paper cites We evaluate two distance metrics: standard Euclidean distance and the symmet- ric weighted KL-divergence (SWKL) recently introduced in [49].

Beyond Content: Behavioral Policies Reveal Actors in Information Operations We evaluate two distance metrics: standard Euclidean distance and the symmet- ric weighted KL-divergence (SWKL) recently introduced in [49]

Reference 53

Resolution: malformed identifier; no resolver link, observed 2026-08-03T05:19:44.386088Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.