Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T00:11:30.654988Z
Paper Citation Record · LEDGER
MAQInstruct: Instruction-based Unified Event Relation Extraction
As of 19 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2502.03954.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:51:28.577895Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T14:51:28.812943Z
Reference resolution
46 of 46 outbound references displayed
- verified exact1
- verified fuzzy6
- unresolved39
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation eb0f3d4e-32cb-45ac-af3f-ea9d33693b77 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.101337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9b48c5f4-c130-419b-922a-8f0fcdae92b4 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.092979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d872f42a-2b38-4b51-92b8-0db3a14a88fe · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.084690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 226e7411-18bf-4c3b-9207-127c35168ecd · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.076316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 139456e9-f77d-408b-b57c-9a88609a905b · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.067570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 65ce786a-cb26-4157-9d8e-8d24db6672d0 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.049388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0e9b93a2-d3a0-41ec-8672-bb233cba00d2 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.040057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 99e0c821-9033-4fb2-b547-0f0b72dbf9e2 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.021032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4172e005-d259-4a4c-9c06-b49ed3b4afc5 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.011364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 677309fb-072e-4e3b-bf65-ab3927649f4e · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.002479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d118f64f-8602-45be-8ae1-4a01da139d1d · outbound
This paper cites ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction.
MAQInstruct: Instruction-based Unified Event Relation Extraction ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T00:11:30.722363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8353e535-391c-464e-9563-3e039f9b194f · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.992875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8c8f67f5-2d15-4d20-9378-13bae474601f · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.984367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2d06763-c3bb-4b41-ab47-51f62a50ca1f · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.973689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a245cc59-bc96-4488-981f-a4c6d8e5b815 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.965488Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 035455df-39aa-435a-81e6-0fb9b2d9c21a · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.956847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0dea2df6-229f-4a1f-b9e5-3cf934ef7dce · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.948451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1b36ea8c-641f-4472-9f8c-ff1946d3e16d · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.940207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0c56e03c-3545-4926-9bd7-d911e3083688 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.932037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1b919f1b-52fb-4132-a552-d6980fad4ce7 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.922989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f37583ee-3180-43b8-8c9f-1ffa42cf3d38 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.905215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 794ff671-abbd-478f-ae18-a27a2b1a7239 · outbound
This paper cites RECASENS and E.
MAQInstruct: Instruction-based Unified Event Relation Extraction RECASENS and E
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T00:11:30.896253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8e6db49d-fd65-4b09-9962-31a6b46f4544 · outbound
This paper cites In NAACL.
MAQInstruct: Instruction-based Unified Event Relation Extraction In NAACL
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T00:11:30.914636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d038d060-041b-4026-885e-2d54cd9f2974 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.879022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ef291ef4-400e-46cb-b852-56a535104cdb · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.870320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a27b128b-fed9-4ed7-86fc-1f32b145c93d · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.887981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5b7e8246-5bd9-415e-9c28-496e3eb7ce6b · outbound
This paper cites Vilain, John D.
MAQInstruct: Instruction-based Unified Event Relation Extraction Vilain, John D
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T00:11:30.853093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5230f9cd-67ac-4471-a3e9-7d41e9a504f2 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.844050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ecef8a47-a813-4550-81bf-0cc8769ce919 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.861433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 99f023d5-cfee-4478-8db0-98af5e44fc5f · outbound
This paper cites Gardner, Dan Roth, and Muhao Chen.
MAQInstruct: Instruction-based Unified Event Relation Extraction Gardner, Dan Roth, and Muhao Chen
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T00:11:30.826913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1aa485e3-5ff3-405c-ad9b-8179210982dc · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.818239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7f2de9fe-9e15-43ca-a1f6-02c79e51e53d · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.835516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 468ebd1b-d840-4e5c-bf4d-d38028917c43 · outbound
This paper cites InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction.
MAQInstruct: Instruction-based Unified Event Relation Extraction InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T00:11:30.623369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de628626-a3c8-4f67-82fc-61be1f1c40a1 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.799088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2b4f6890-3f30-4880-ba72-837695f6482c · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.808739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c93d93ad-ec6c-40bb-94a5-02a4d822a06d · outbound
This paper cites YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction.
MAQInstruct: Instruction-based Unified Event Relation Extraction YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T00:11:30.633751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 616bfb4a-9b71-4533-ac2e-fbff403291ec · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.789374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ff5c372f-06ad-423f-a3e8-99ce8563f49e · outbound
This paper cites DAPrompt: Deterministic Assumption Prompt Learning for Event Causality Identification.
MAQInstruct: Instruction-based Unified Event Relation Extraction DAPrompt: Deterministic Assumption Prompt Learning for Event Causality Identification
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T00:11:30.629494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b97d61a0-fc23-4e08-9850-5e120c3d16ba · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.771124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 11b97c62-af7e-4774-83a4-80ca689a8ceb · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.762182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 81cf96dd-3365-4ce1-86f2-27f3f047de88 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.780590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0a1fabbc-1078-4124-be22-f795d17ec59d · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.742482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 35ae157b-f3c4-4d31-ad8a-34e4e3696b4e · outbound
This paper cites " with.
MAQInstruct: Instruction-based Unified Event Relation Extraction " with
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T00:11:30.732312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 23eb30ab-ca76-47cd-bdc3-6fd046f37f25 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:30.752683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fba3780e-5d82-4988-a1c8-f7c924fb9695 · outbound
This paper cites In COLING.
MAQInstruct: Instruction-based Unified Event Relation Extraction In COLING
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T00:11:31.030091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 27f0bcb9-edda-4618-89f6-57808b720a61 · outbound
This paper cites an unresolved cited work.
MAQInstruct: Instruction-based Unified Event Relation Extraction Unresolved cited work
Reference 2024
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T00:11:31.058137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
Observation 289363e4-3d7c-45fe-8f24-0275ea9674bc · inbound
GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction cites this paper.
GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction MAQInstruct: Instruction-based Unified Event Relation Extraction
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T14:51:28.821913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.