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Paper Citation Record · LEDGER

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models

As of 13 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2603.16654.

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

pith.paper-citation-record.v1
2603.16654 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T23:37:18.071602Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

42 of 42 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved41
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37b7cfdd-3fff-4090-af47-a06cef5972d9 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Training Verifiers to Solve Math Word Problems

Reference 1

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no resolver link, observed 2026-07-13T23:37:18.071602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:97e46b870b36f05a678857ae69855d0a2db9e52f7c7a164dbec7b5fbb162d82c

Observation 59210286-4278-4214-8604-0cbcc327befa · outbound

This paper cites InInternational Confer- ence on Learning Representations.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models InInternational Confer- ence on Learning Representations

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:3886fd45d6134013ceeab19e22af36643c77173161d9fca65bb78ef0ad04e1be

Observation 1a64caed-abe9-4119-91a6-a7a640b97ae4 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:df9ceba2a25d88cbe4f5d8ff92adb73a5d2fe44a91d515c28546f8f280934f65

Observation 52eb431f-c09b-4456-bf0c-4340fdeca919 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 4

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no resolver link, observed 2026-07-13T23:37:18.071602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:974faf415ab6d4518dc7a4f762735e81ab159b3c4be19ab47393a82b10518e73

Observation 535710b8-7485-4332-bbfb-fb71e03dc1ba · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:4ca2d45064d7c055bd7581f154ee47a505bbbb66cf5ffc832215e2418832118b

Observation 808ac73e-75a7-4923-b4e0-2e3e9d6365c0 · outbound

This paper cites hallucinations.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models hallucinations

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:88a495d7ea2f345c6fff65748982c861af24676daaccbcf1d3a9ec4a7a34c19d

Observation 6b0eae11-0cf2-4051-93fd-0c8f687a807b · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:126ff68929e3045006e921cdd7c1ba0f12a96298784a500ac72f57871770e20a

Observation b9416b6c-43df-432a-80cd-10219917e71f · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 8

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no resolver link, observed 2026-07-13T23:37:18.071602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:ca939c0dc928c4166dac5a996a4df25eb39360e979d8b35ec61542787e442db3

Observation ebceb08f-c96b-405b-8a93-40cae4c2f7df · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:2114db028842b111a8f7b96f8287a3f3b8adea1c8ccb2890739d0552d88b98f3

Observation 4397159e-0443-4e6b-ad77-b8d4a449b3e4 · outbound

This paper cites year" question with.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models year" question with

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:1d9c2d24f2f5022cd0accc20af856d8558287843460e8e186b8d9741cf42ab1e

Observation e704d622-46ab-4b4b-a6d2-e9ec9950cf29 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:2928185292e6424ed92955de4e228d8e823bca6f6b74824f2c9de6da72d8b791

Observation bb16d2d1-bd85-43de-8fbe-61e4d42c132e · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:788b46f3cab7adaf3c752b11ff0c61fc1a5e133816bee98bd41de5486080c82a

Observation baeb71ec-224f-437d-945e-dec61c88dcf5 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

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Observation 7530e8bc-0dfa-430e-8593-55051b12d749 · outbound

This paper cites translation-ese.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models translation-ese

Reference 14

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source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:918ddb4574e19e14213e2ddcf99be4707f4291e96474aebc73b2de27b24e04ba

Observation 35fe2e99-f083-4319-b1b2-05b267485150 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:ac0b816415f0de2de4fac6b222acc17ecf429f9c3712c2177b2a68f2d3b9fcda

Observation 3a742ff9-68bc-40c6-82dc-d6d274318787 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 16

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source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:5c47d785be8988aab48033a0edc1da9dd89db784f0ba99aaba5379fda039ce99

Observation 5a0600b1-6cc1-48a3-9cf8-a0948e1aed91 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

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Observation 0d3eb921-b150-4a93-b4fb-b7e48834472c · outbound

This paper cites the artist.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models the artist

Reference 18

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Unavailable: canonical work link unavailable.

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Observation 4cfd283e-4ca6-4486-a93e-d3f6c0f5182d · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 19

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no resolver link, observed 2026-07-13T23:37:18.071602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e84ae69d-844e-4072-be0c-ddd7a18b20f6 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 42e815bd-bd0b-4e00-b17a-650c9064f599 · outbound

This paper cites the large art school.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models the large art school

Reference 21

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Observation 1cf99cf2-ade1-44fa-a55a-a8f21c1f3f7b · outbound

This paper cites awk- ward.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models awk- ward

Reference 22

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Unavailable: canonical work link unavailable.

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Observation cd82dc41-2a12-4684-b4d0-da478e970921 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 23

Resolution
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no resolver link, observed 2026-07-13T23:37:18.071602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:70de31d5921ce078728ba74d8e01c191775e0f3b399d1ef0ca63d31008c57ace

Observation f078dcb3-34e7-4022-9682-841114ef7254 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:4203c2eaf44b7c7df528026bfae1fc48699abc2b507bf2743caad4d7e482a290

Observation b60bd4f3-81d5-4a30-b3aa-6a9ef1f23e9f · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 25

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Observation 15d5b04e-d3e1-4fed-b3a8-516a7522acaf · outbound

This paper cites – 5 (Excellent): No leakage.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models – 5 (Excellent): No leakage

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:d15206df086b598e0c713258e9fa0d0b168599ef6585bf6535aee28c5e60d50b

Observation e135b5bc-550e-4e35-80fe-9e332beb2b8c · outbound

This paper cites the artist.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models the artist

Reference 27

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no resolver link, observed 2026-07-13T23:37:18.071602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c77126dc-f784-4d7c-85d6-f3c2385cbc66 · outbound

This paper cites since 1855,.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models since 1855,

Reference 28

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Observation 2d869095-c3be-41e7-a93c-77eb1c9e7241 · outbound

This paper cites prior to,.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models prior to,

Reference 29

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Source-reported events for the cited work

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Observation fbaa4c2d-b1a8-4101-9afc-3276e313b4d9 · outbound

This paper cites translation-ese.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models translation-ese

Reference 30

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Source-reported events for the cited work

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Observation 0d265af1-1932-4263-b879-2151985d2756 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:83ae7a3379d66450b8b45914945004f43bf14cd0f9c6e8fd905686f31a186862

Observation d6412764-927d-4bb5-8338-1569fec61942 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:3f3e36922bca617c64f4f2ff8743b01cf2cb6c58247ea752bc9b8d2139d7c9cc

Observation 9b00303c-1e6a-49ad-90db-5af334a98df3 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 33

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Observation d98119c7-ce5d-4ba1-a58e-4e2c72e7da3e · outbound

This paper cites Pseudo-multi-hop.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Pseudo-multi-hop

Reference 34

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:2dcdcda9fb109639c5702a3cae3765250507ac7cb4867a0ed1ddb63ae9e23d34

Observation 40311d2d-b52f-4a65-ba6b-f6fa8ee54b54 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 47273f47-d35a-4036-be25-9533835bedf9 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e14b70e1-1856-4bf3-a483-b695286b41e2 · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 38

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:d8ef6659f26d3ea90bdad510c04f2c9adcf9926ac2fe43b3fabd9dcb1f78ebcf

Observation 2d964375-a82e-4c89-8ef7-735c7c31368a · outbound

This paper cites city is Great American Ball Park located? Cincin- nati.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models city is Great American Ball Park located? Cincin- nati

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:f63b05e24996223b7440750846e469b96d28e96f68973bd8235dc9d78bad4263

Observation 69025c3b-efb7-4dc6-9521-2fee666132ec · outbound

This paper cites an unresolved cited work.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Unresolved cited work

Reference 40

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no resolver link, observed 2026-07-13T23:37:18.071602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:37:18.071602Z digest=sha256:baa65fac65abf64fc71543aaf70682298544bde7b17b2c064fdcfe28adac711d

Observation 5754ff83-f6fc-4fb3-8afe-aaca73a564b3 · outbound

This paper cites Multiply this number by the Cincinnati Reds’ total World Series championships (5).

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models Multiply this number by the Cincinnati Reds’ total World Series championships (5)

Reference 41

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Observation c75257c7-8da6-4e73-bb20-fb260c7222aa · outbound

This paper cites # Hops” reports the supported hop range; for MuSiQue and CofCA, around 80% of the questions are 2-hop. “Explicit step-wise chain.

Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models # Hops” reports the supported hop range; for MuSiQue and CofCA, around 80% of the questions are 2-hop. “Explicit step-wise chain

Reference 42

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Pith citing papers

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