Triple

T522829
Position Surface form Disambiguated ID Type / Status
Subject Labor-Management Reporting and Disclosure Act of 1959 E10855 entity
Predicate shortName P43 FINISHED
Object LMRDA
LMRDA is a U.S. federal law enacted in 1959 to regulate labor unions’ internal affairs, promote union democracy, and ensure financial transparency and accountability.
 E65272 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: LMRDA | Statement: [Labor-Management Reporting and Disclosure Act of 1959, shortName, LMRDA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LMRDA
Context triple: [Labor-Management Reporting and Disclosure Act of 1959, shortName, LMRDA]
  • A. KORMARC
    KORMARC is the Korean implementation of the MARC bibliographic data format standard used for cataloging and exchanging library records in Korea.
  • B. LERU
    LERU is a consortium of leading European research-intensive universities that collaborates to influence research policy and promote high-quality academic research and education in Europe.
  • C. LAHCM
    LAHCM is the abbreviation for Los Angeles Historic-Cultural Monument, the official designation given to sites recognized for their historical and cultural significance in Los Angeles.
  • D. LAL
    LAL is the standard NBA abbreviation for the Los Angeles Lakers basketball franchise.
  • E. NORMARC
    NORMARC is a Norwegian implementation of the MARC bibliographic metadata standard used by libraries to catalog and exchange information about their collections.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: LMRDA
Triple: [Labor-Management Reporting and Disclosure Act of 1959, shortName, LMRDA]
Generated description
LMRDA is a U.S. federal law enacted in 1959 to regulate labor unions’ internal affairs, promote union democracy, and ensure financial transparency and accountability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LMRDA
Target entity description: LMRDA is a U.S. federal law enacted in 1959 to regulate labor unions’ internal affairs, promote union democracy, and ensure financial transparency and accountability.
  • A. KORMARC
    KORMARC is the Korean implementation of the MARC bibliographic data format standard used for cataloging and exchanging library records in Korea.
  • B. LERU
    LERU is a consortium of leading European research-intensive universities that collaborates to influence research policy and promote high-quality academic research and education in Europe.
  • C. LAHCM
    LAHCM is the abbreviation for Los Angeles Historic-Cultural Monument, the official designation given to sites recognized for their historical and cultural significance in Los Angeles.
  • D. LAL
    LAL is the standard NBA abbreviation for the Los Angeles Lakers basketball franchise.
  • E. NORMARC
    NORMARC is a Norwegian implementation of the MARC bibliographic metadata standard used by libraries to catalog and exchange information about their collections.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab20f5288190aca34aacde60604b completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4abcb4b0c8190b7fdad2d46b97a06 completed March 1, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69a4ada4ca5481909bbd62b55f10f4f9 completed March 1, 2026, 9:20 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.