Paper Citation Record · LEDGER

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora

As of 19 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.10737.

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

pith.paper-citation-record.v1
2506.10737 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:25:19.383835Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy7
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de6216fd-5589-462e-88f7-8541daea169c · outbound

This paper cites We adapt this method to use an LLM to suggest entities based on the root topic t and dimension d.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora We adapt this method to use an LLM to suggest entities based on the root topic t and dimension d

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:20.901630Z

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 a8b6e454-c0fb-43e0-8eb8-b5be06e9d18d · outbound

This paper cites Specifically, we conduct an iterative process, where we first ask the LLM to identify relevant papers to the dimension, relevant child nodes, and their corresponding papers.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Specifically, we conduct an iterative process, where we first ask the LLM to identify relevant papers to the dimension, relevant child nodes, and their corresponding papers

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:20.883653Z

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 855b7851-cf06-48ac-8023-e5850813d0bc · outbound

This paper cites We use the same single-level taxonomy from Section 3.1.2 as the seed input, but modify the label names to similar concepts if they do not already exist within the corpus.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora We use the same single-level taxonomy from Section 3.1.2 as the seed input, but modify the label names to similar concepts if they do not already exist within the corpus

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:20.862953Z

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 be6b1a2d-3712-4e23-a186-6dcc6ec95d44 · outbound

This paper cites A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T04:25:19.979773Z

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 2f0f8721-6603-469c-b5f8-3b3aa058bbb5 · outbound

This paper cites an unresolved cited work.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:25:20.845667Z

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 841b934f-bb3f-405e-9686-7f67d3d219b7 · outbound

This paper cites We select 20 papers from width-expanded nodes and 20 papers from depth-expanded nodes.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora We select 20 papers from width-expanded nodes and 20 papers from depth-expanded nodes

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:20.777580Z

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 44ddaf2a-69b7-4755-9e0c-7d85ea37c33d · outbound

This paper cites an unresolved cited work.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:25:20.613964Z

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 813dc366-40a7-4093-9b5c-61b6c24c52f7 · outbound

This paper cites auto- mated fact checking.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora auto- mated fact checking

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:20.469547Z

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 ae0c98a7-bc84-411a-a2e9-495d8c0ab235 · outbound

This paper cites Humanities and Social Sciences Commu- nications, 8(1):1–15.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Humanities and Social Sciences Commu- nications, 8(1):1–15

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:20.931821Z

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 00c85f31-d738-4ff6-a591-3b66954a3e14 · outbound

This paper cites Advances in neural in- formation processing systems, 35:27730–27744.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Advances in neural in- formation processing systems, 35:27730–27744

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:20.916667Z

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 552aeb7a-e500-4418-9d7f-2efa7ac6b985 · outbound

This paper cites Large Language Models Enable Few-Shot Clustering.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Large Language Models Enable Few-Shot Clustering

Reference 2023

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T04:25:19.662013Z

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 f9cd209a-3157-4b78-a334-0f2200c63d18 · outbound

This paper cites Creating a Fine Grained Entity Type Taxonomy Using LLMs.

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Creating a Fine Grained Entity Type Taxonomy Using LLMs

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T04:25:20.268330Z

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

No inbound Pith citation observations are available.