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Paper Citation Record · LEDGER

Are You for Real? Detecting Identity Fraud via Dialogue Interactions

As of 21 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:1908.06820.

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

pith.paper-citation-record.v1
1908.06820 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:38:27.398529Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:24:59.210194Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T23:24:59.372950Z

Reference resolution

32 of 32 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4454db94-8bb8-4891-9bfe-58b427183594 · outbound

This paper cites URL: " 'urlintro :=.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions URL: " 'urlintro :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:26.305664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:26.305664Z digest=sha256:9f459b8835faaf506c2028e64a21ce1e5bdd8f88362d554b29d7c158ff505a7a

Observation 85efd555-c0d2-4db2-86e2-935d85f71bf1 · outbound

This paper cites write newline.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:26.345456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:26.345456Z digest=sha256:9803e42da5f4104e226b788da54818f29d5463c696f068f78691ab5a5fb33139

Observation 26966f50-edc7-45cf-9e48-cddfdca68ddd · outbound

This paper cites Relational inductive biases, deep learning, and graph networks.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Relational inductive biases, deep learning, and graph networks

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:26.424749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:26.424749Z digest=sha256:37bd2e2ccc2791d02202e5bce3af6f8a7b4201a7fc62885fc0b4d7372852d4d7

Observation d842042d-9857-42c7-9e2a-ca967d656943 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:29.170993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:26.553771Z digest=sha256:18646e8ec8806c0faf36d78173bbce178a0010d40849b9fafed1bf20c901a51a

Observation c38d8ffc-e349-4508-a172-d54bc40f5592 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:26.639082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:26.639082Z digest=sha256:7813f065352065ddeefc88101a6759a126e1c1db6aab0c0f1c892ca3fc43cc87

Observation c75d5bfe-1f00-4602-bc20-49b0827ce680 · outbound

This paper cites Stochastic Neural Networks for Hierarchical Reinforcement Learning.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Stochastic Neural Networks for Hierarchical Reinforcement Learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:26.655868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:26.655868Z digest=sha256:7016fe2b6000bfcff0775fb047e79ebaba746eb6e318bade917cd2b1b96c4658

Observation c64d26ae-2466-44ad-ba51-dafe6ed9a94d · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:29.141048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:26.689882Z digest=sha256:d910a30f939aa8f311216cf9e8c6dd4931477402423c4f68a5e390a44d4370dd

Observation da15778f-9822-405b-b6d5-57ac5f5984ac · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:29.120834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:26.699862Z digest=sha256:299ab867f1a40e40caa3a061107856ed6e9a9aae59802733f54b7f2873d16555

Observation 5b7bf0b0-e853-4c8c-8008-f59d528e8773 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:29.101489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:26.734757Z digest=sha256:8677405acb9f0992a3001a1021173994f7acdc8711412120586f8f922cefaef9

Observation e92cf4c0-3f0a-446a-be1e-5f46d07a55ec · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:29.022982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:26.747307Z digest=sha256:7a503698749abf9fcab95096711478fd09f11e6a59bec8540ab824b54a355691

Observation ba2aca88-eedc-4cbe-a132-83d97a570281 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.914585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:26.756860Z digest=sha256:e8f4106dc89ae9298236c8e297692d757eb381ba4c052d65d96fd9b4eb81833b

Observation 653fc359-b44d-475d-8396-90f7510c3a85 · outbound

This paper cites A Deep Learning Approach for Multimodal Deception Detection.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions A Deep Learning Approach for Multimodal Deception Detection

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:26.783544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:26.783544Z digest=sha256:e1a3f8d533ea4e54433ab6cc3fcf8ae8b1ec3df7111391d53695d70fd4d77e82

Observation d7a40a08-4ced-4ef1-93bb-bc64ef052ab2 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.889930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:26.809685Z digest=sha256:867e85a4e90c96b7c8fe41da2c035663b59607fab3179a821aa92fe52d4b33bc

Observation f1cf8e80-d1a5-4490-9b66-c4989eb4b377 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.863359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:26.835668Z digest=sha256:89c9a46775b6a9877080c52626e16ce1203bedaa2b96d0b9fe5d3dff1b8f3317

Observation 927f2414-8fbe-47d4-81a1-dcb418592890 · outbound

This paper cites End-to-End Task-Completion Neural Dialogue Systems.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions End-to-End Task-Completion Neural Dialogue Systems

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:26.923211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:26.923211Z digest=sha256:0e88c62cf20ceedcf725dd2217511f002f5d9c14db1ab089b2f6b1f23b163590

Observation 7ca9c919-bfe9-4503-a66f-b213b6e2b7a6 · outbound

This paper cites A User Simulator for Task-Completion Dialogues.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions A User Simulator for Task-Completion Dialogues

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:27.011106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:27.011106Z digest=sha256:bac31e903176d9e1b80790f6432f14756e0a57f7c161d33bac3a015f572062af

Observation 1928a0ff-def1-4593-9dba-be74537f3bd1 · outbound

This paper cites Gated Graph Sequence Neural Networks.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Gated Graph Sequence Neural Networks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:27.049502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:27.049502Z digest=sha256:8b2623857c20c71cd2cb2426149dfdc3ebd8a10eae97eabe456a6345bab8e33e

Observation 370d9c87-9b92-4df0-a6bd-3df0931283b6 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.837504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.060984Z digest=sha256:38db612817cdf081e82535eeb7924d0c41a655b0a8a3516beaf14d0c01455641

Observation 81499ea4-11d4-4ca7-804d-f5a219e1aa88 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.655054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.070537Z digest=sha256:05bb20b4225541b8c1d2a80a443a2f3de9431f815dc2a597b2767bf2f4b7e23b

Observation 714fa7b1-6448-4e0a-bf4f-da710c33a6a5 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.627431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.081374Z digest=sha256:b79ee9cf1f77bb29ef9a750185af9e5083273541aaa11ae3a01fae8f985923fc

Observation 88e2a72d-c5b0-4cc1-a73c-ca23b8581406 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.566112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.087404Z digest=sha256:6d2076a1aa75c1d23f3721a3c0056046e4e3c9675b7195daceffbb92c3de0de2

Observation 5b7e37ef-413a-4bdd-84ea-1beb46fbc404 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.487680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.092369Z digest=sha256:fe32774d55e3677f04157dc98f5d8675e0564e77447a7ef74ffbd6916ff56828

Observation 85d5ee87-e02a-4318-91e2-c9b407b12b02 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.381881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.108359Z digest=sha256:796975205af556489aefc6b0454508a161345a3e8408dfdb815b11098bcc3243

Observation 436220d1-c153-427e-82f6-6c394d06a12d · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:27.124822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:27.124822Z digest=sha256:c0a909da9ba3dfcc9f33fe4b4d30fbcbe3cf96b9b3513b28a8f2ab0d62d1502d

Observation b4ecbad0-8250-4a54-a9fa-03b86bb0ec80 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.175589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.223365Z digest=sha256:34dd130b414db330bd2eda717b1f7b46e8e7f26b63aba85a213831f74248445e

Observation 349c0aa4-06f4-4fec-9d21-9bd68be7abc5 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.104758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.328525Z digest=sha256:b9b1dd56600b6795f6def975aa43d1a7845590df4d189f11fb0722576bf3a0b4

Observation aef88e27-54e0-4e6b-b96b-f627d968d685 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:28.021960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.344025Z digest=sha256:3870d140fdb796d8bf812f5b0ad24c75477e0c047df841c43f252d655147ea08

Observation cecf6ae4-b453-41b3-b744-ca5211e874b1 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:27.927195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.357714Z digest=sha256:1c7acf4babb88214adeaa07a6550ebd364c5a837f272e4968e275d284957d0f0

Observation 6bf8e514-2107-47b0-8062-b436270cd736 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:27.818555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.374750Z digest=sha256:349d3c63af10d6fd4e4a984d5439f9795595d3cd6b369bb4d6dfde735b182345

Observation 271306b2-f4e5-4acc-a884-eba2697fc8a9 · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:27.796526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-14T12:38:27.381330Z digest=sha256:9beebd427b812dac5b7d2186e8413e5f11db2a9326acd0d49d587bb5930124ff

Observation 11b7383a-fbe2-469f-8a2f-1e7210668fff · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:27.389020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:27.389020Z digest=sha256:96e55a3bb1895b149c60335253abcc8d106b93059d985c6749fc8770abd6eb72

Observation c0b5adb5-ff55-4293-89fa-b6371e7bee9b · outbound

This paper cites an unresolved cited work.

Are You for Real? Detecting Identity Fraud via Dialogue Interactions Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:27.398529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:27.398529Z digest=sha256:10a1a2f2da09ab44c6af297bc2af765b9c9d46e7608054bd59a16b31f376a9bc

Pith citing papers

Observation 437fcc8b-13ae-431f-8b93-a0222ba76ac1 · inbound

Joint Detection of Fraud and Concept Drift inOnline Conversations with LLM-Assisted Judgment cites this paper.

Joint Detection of Fraud and Concept Drift inOnline Conversations with LLM-Assisted Judgment Are You for Real? Detecting Identity Fraud via Dialogue Interactions

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T23:24:59.376836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:24:59.210194Z digest=sha256:a445acad1cedb721d317857aae9fb1302826baa3c0ea48821957fcfb7b90eadf