Triple

T16743579
Position Surface form Disambiguated ID Type / Status
Subject Job Training Partnership Act E406892 entity
Predicate replaced P101 FINISHED
Object CETA
CETA (the Comprehensive Employment and Training Act) was a U.S. federal program from the 1970s and early 1980s that funded job training and public service employment for unemployed and disadvantaged workers.
E1230319 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: CETA | Statement: [Job Training Partnership Act, replaced, CETA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CETA
Context triple: [Job Training Partnership Act, replaced, CETA]
  • A. USMCA
    The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
  • B. AEC Treaty
    The AEC Treaty is the founding agreement establishing the African Economic Community, aimed at promoting economic integration and development among African states.
  • C. MCFTA
    MCFTA is a multidisciplinary cultural complex in Midland, Michigan, offering theater, art exhibitions, music performances, and educational programs.
  • D. NAFTA
    NAFTA was a trilateral trade agreement between the United States, Canada, and Mexico that created one of the world’s largest free-trade zones in North America.
  • E. Central European Free Trade Agreement
    The Central European Free Trade Agreement (CEFTA) is a regional trade bloc that promotes free trade and economic integration among several Central and Southeast European countries, many of which are aspiring to join the European Union.
  • 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: CETA
Triple: [Job Training Partnership Act, replaced, CETA]
Generated description
CETA (the Comprehensive Employment and Training Act) was a U.S. federal program from the 1970s and early 1980s that funded job training and public service employment for unemployed and disadvantaged workers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CETA
Target entity description: CETA (the Comprehensive Employment and Training Act) was a U.S. federal program from the 1970s and early 1980s that funded job training and public service employment for unemployed and disadvantaged workers.
  • A. USMCA
    The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
  • B. AEC Treaty
    The AEC Treaty is the founding agreement establishing the African Economic Community, aimed at promoting economic integration and development among African states.
  • C. MCFTA
    MCFTA is a multidisciplinary cultural complex in Midland, Michigan, offering theater, art exhibitions, music performances, and educational programs.
  • D. NAFTA
    NAFTA was a trilateral trade agreement between the United States, Canada, and Mexico that created one of the world’s largest free-trade zones in North America.
  • E. Central European Free Trade Agreement
    The Central European Free Trade Agreement (CEFTA) is a regional trade bloc that promotes free trade and economic integration among several Central and Southeast European countries, many of which are aspiring to join the European Union.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa205138819080284fd9a4341225 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d52d88081909695a08d00bd2257 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009dd925308190a82c6ef014b37333 completed May 10, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a009e9b9874819084060408cdc44d0b completed May 10, 2026, 3:04 p.m.
Created at: April 10, 2026, 5:21 a.m.