Triple

T443421
Position Surface form Disambiguated ID Type / Status
Subject American Medical Association E10164 entity
Predicate abbreviation P43 FINISHED
Object AMA
AMA is the leading professional association and lobbying group representing physicians and medical students in the United States.
 E55459 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: AMA | Statement: [American Medical Association, abbreviation, AMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AMA
Context triple: [American Medical Association, abbreviation, AMA]
  • A. ACA
    ACA is a professional scientific organization that promotes the study and application of crystallography and structural science, primarily in North America.
  • B. AAP
    AAP is a leading professional organization of pediatricians in the United States dedicated to the health and well-being of infants, children, adolescents, and young adults.
  • C. ACE
    ACE (Altamont Corridor Express) is a commuter rail service in California’s San Joaquin Valley and East Bay that provides weekday trains between Stockton and San Jose.
  • D. AMM
    AMM is the commonly used abbreviation for the APEC Ministerial Meeting, the annual gathering of Asia-Pacific Economic Cooperation foreign and trade ministers.
  • E. AJ
    AJ is a leading peer-reviewed scientific journal in astronomy and astrophysics, publishing research on the structure and evolution of the universe.
  • 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: AMA
Triple: [American Medical Association, abbreviation, AMA]
Generated description
AMA is the leading professional association and lobbying group representing physicians and medical students in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AMA
Target entity description: AMA is the leading professional association and lobbying group representing physicians and medical students in the United States.
  • A. ACA
    ACA is a professional scientific organization that promotes the study and application of crystallography and structural science, primarily in North America.
  • B. AAP
    AAP is a leading professional organization of pediatricians in the United States dedicated to the health and well-being of infants, children, adolescents, and young adults.
  • C. ACE
    ACE (Altamont Corridor Express) is a commuter rail service in California’s San Joaquin Valley and East Bay that provides weekday trains between Stockton and San Jose.
  • D. AMM
    AMM is the commonly used abbreviation for the APEC Ministerial Meeting, the annual gathering of Asia-Pacific Economic Cooperation foreign and trade ministers.
  • E. AJ
    AJ is a leading peer-reviewed scientific journal in astronomy and astrophysics, publishing research on the structure and evolution of the universe.
  • 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef43e8f88190a5d368add11a38c0 completed Feb. 28, 2026, 1:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69a43e7467708190bc80b1d712cba746 completed March 1, 2026, 1:26 p.m.
NEDg Description generation batch_69a43f72a4588190a3701d49b24b364c completed March 1, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69a43fbc3b748190804e2af4a511147a completed March 1, 2026, 1:31 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.