Triple

T12628860
Position Surface form Disambiguated ID Type / Status
Subject John Kelly E301586 entity
Predicate opposedBy P437 FINISHED
Object George K. W. Goldberg (Commissioner of Social Services of New York City)
George K. W. Goldberg was a New York City official who served as Commissioner of Social Services, overseeing the city’s public welfare and social assistance programs.
 E992468 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: George K. W. Goldberg (Commissioner of Social Services of New York City) | Statement: [John Kelly, opposedBy, George K. W. Goldberg (Commissioner of Social Services of New York City)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George K. W. Goldberg (Commissioner of Social Services of New York City)
Context triple: [John Kelly, opposedBy, George K. W. Goldberg (Commissioner of Social Services of New York City)]
  • A. Lincoln Gordon
    Lincoln Gordon was an American diplomat, economist, and academic best known for his influential role in U.S.–Latin American relations during the Cold War.
  • B. Henry M. Goldman
    Henry M. Goldman was a prominent American dentist and academic leader recognized for his pioneering contributions to dental education and research.
  • C. Michael I. Sovern
    Michael I. Sovern was an influential American legal scholar and academic leader who served as president of Columbia University and was known for his work on labor law and higher education policy.
  • D. Fred T. Goldberg Jr.
    Fred T. Goldberg Jr. is an American attorney and former U.S. government official who served as Commissioner of the Internal Revenue Service in the early 1990s.
  • E. New York City Mayor Abraham Beame
    New York City Mayor Abraham Beame was a Democratic politician who served as the 104th mayor of New York City from 1974 to 1977, leading the city through a severe fiscal crisis.
  • 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: George K. W. Goldberg (Commissioner of Social Services of New York City)
Triple: [John Kelly, opposedBy, George K. W. Goldberg (Commissioner of Social Services of New York City)]
Generated description
George K. W. Goldberg was a New York City official who served as Commissioner of Social Services, overseeing the city’s public welfare and social assistance programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George K. W. Goldberg (Commissioner of Social Services of New York City)
Target entity description: George K. W. Goldberg was a New York City official who served as Commissioner of Social Services, overseeing the city’s public welfare and social assistance programs.
  • A. Lincoln Gordon
    Lincoln Gordon was an American diplomat, economist, and academic best known for his influential role in U.S.–Latin American relations during the Cold War.
  • B. Henry M. Goldman
    Henry M. Goldman was a prominent American dentist and academic leader recognized for his pioneering contributions to dental education and research.
  • C. Michael I. Sovern
    Michael I. Sovern was an influential American legal scholar and academic leader who served as president of Columbia University and was known for his work on labor law and higher education policy.
  • D. Fred T. Goldberg Jr.
    Fred T. Goldberg Jr. is an American attorney and former U.S. government official who served as Commissioner of the Internal Revenue Service in the early 1990s.
  • E. New York City Mayor Abraham Beame
    New York City Mayor Abraham Beame was a Democratic politician who served as the 104th mayor of New York City from 1974 to 1977, leading the city through a severe fiscal crisis.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9610ce9e48190a496824002c0d2be completed April 10, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65edafc7c819088bd641542a32e39 completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f660bc541c8190a4d1d7a4cc959ecf completed May 2, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69f6617997188190bfce14c54619af7f completed May 2, 2026, 8:41 p.m.
Created at: April 9, 2026, 5:15 p.m.