Triple

T5817906
Position Surface form Disambiguated ID Type / Status
Subject Public Works and Economic Development Act of 1965 E129031 entity
Predicate shortName P43 FINISHED
Object PWEDA
PWEDA is a U.S. federal law enacted in 1965 that established a framework and funding mechanisms to promote economic development and job creation, particularly in distressed communities, through public works and related programs.
 E548105 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: PWEDA | Statement: [Public Works and Economic Development Act of 1965, shortName, PWEDA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PWEDA
Context triple: [Public Works and Economic Development Act of 1965, shortName, PWEDA]
  • A. PW
    PW is the commonly used abbreviation for the Warsaw University of Technology, one of Poland’s leading technical universities.
  • B. PW
    PW is the ISO 3166-1 alpha-2 country code for the Pacific island nation of Palau.
  • C. PW
    PW is the commonly used nickname of P. W. Botha, the former South African prime minister and state president during the apartheid era.
  • D. PPWE
    PPWE is the APEC Policy Partnership on Women and the Economy, a forum that advances women’s economic empowerment and gender equality across APEC member economies.
  • E. PWT
    PWT is the time zone abbreviation for the standard time observed in the Republic of Palau, which is nine hours ahead of Coordinated Universal Time (UTC+9).
  • 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: PWEDA
Triple: [Public Works and Economic Development Act of 1965, shortName, PWEDA]
Generated description
PWEDA is a U.S. federal law enacted in 1965 that established a framework and funding mechanisms to promote economic development and job creation, particularly in distressed communities, through public works and related programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PWEDA
Target entity description: PWEDA is a U.S. federal law enacted in 1965 that established a framework and funding mechanisms to promote economic development and job creation, particularly in distressed communities, through public works and related programs.
  • A. PW
    PW is the commonly used abbreviation for the Warsaw University of Technology, one of Poland’s leading technical universities.
  • B. PW
    PW is the ISO 3166-1 alpha-2 country code for the Pacific island nation of Palau.
  • C. PW
    PW is the commonly used nickname of P. W. Botha, the former South African prime minister and state president during the apartheid era.
  • D. PPWE
    PPWE is the APEC Policy Partnership on Women and the Economy, a forum that advances women’s economic empowerment and gender equality across APEC member economies.
  • E. PWT
    PWT is the time zone abbreviation for the standard time observed in the Republic of Palau, which is nine hours ahead of Coordinated Universal Time (UTC+9).
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c033e36cbc81908f1ef1a1a310674c completed March 22, 2026, 6:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985399488190bcab9702e3b88539 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c0990d00e88190b9f2b34a8cedda3a completed March 23, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69c099770ca88190a91815ec055f6df8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:53 p.m.