Triple

T451454
Position Surface form Disambiguated ID Type / Status
Subject American Economic Association E7138 entity
Predicate abbreviation P43 FINISHED
Object AEA
AEA is a major professional organization of economists in the United States that publishes leading academic journals and promotes economic research and education.
 E56664 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: AEA | Statement: [American Economic Association, abbreviation, AEA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AEA
Context triple: [American Economic Association, abbreviation, AEA]
  • A. ACA
    ACA is a professional scientific organization that promotes the study and application of crystallography and structural science, primarily in North America.
  • B. AMA
    AMA is the leading professional association and lobbying group representing physicians and medical students in the United States.
  • C. AAS
    AAS is a major professional organization dedicated to the advancement of astronomy and related sciences in the United States.
  • D. AAS
    AAS is a pan-African scientific organization that promotes excellence in science, technology, and innovation to drive sustainable development across the African continent.
  • E. AIST
    AIST is a professional association that supports the global iron and steel industry through technology advancement, education, and networking among industry professionals.
  • 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: AEA
Triple: [American Economic Association, abbreviation, AEA]
Generated description
AEA is a major professional organization of economists in the United States that publishes leading academic journals and promotes economic research and education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AEA
Target entity description: AEA is a major professional organization of economists in the United States that publishes leading academic journals and promotes economic research and education.
  • A. ACA
    ACA is a professional scientific organization that promotes the study and application of crystallography and structural science, primarily in North America.
  • B. AMA
    AMA is the leading professional association and lobbying group representing physicians and medical students in the United States.
  • C. AAS
    AAS is a major professional organization dedicated to the advancement of astronomy and related sciences in the United States.
  • D. AAS
    AAS is a pan-African scientific organization that promotes excellence in science, technology, and innovation to drive sustainable development across the African continent.
  • E. AIST
    AIST is a professional association that supports the global iron and steel industry through technology advancement, education, and networking among industry professionals.
  • 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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef835ae881908884dcc3a46af951 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44801b3f88190b8bd4b4739c3e783 completed March 1, 2026, 2:06 p.m.
NEDg Description generation batch_69a448c647a48190bd1212b96992b7c6 completed March 1, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69a4497c4e8c8190b6cfe8ac2f3a8335 completed March 1, 2026, 2:13 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.