Triple

T1664708
Position Surface form Disambiguated ID Type / Status
Subject Chelsea Girls E35983 entity
Predicate stars P1956 FINISHED
Object Gerard Malanga
Gerard Malanga is an American poet, photographer, and filmmaker closely associated with Andy Warhol and the 1960s New York avant-garde scene.
E188467 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: Gerard Malanga | Statement: [Chelsea Girls, stars, Gerard Malanga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gerard Malanga
Context triple: [Chelsea Girls, stars, Gerard Malanga]
  • A. George Zames
    George Zames was a prominent control theorist known for his foundational contributions to robust control and H-infinity methods in systems engineering.
  • B. George Weil
    George Weil was a physicist who worked on the Manhattan Project and is noted for being the operator who withdrew the control rod to initiate the first self-sustaining nuclear chain reaction in Chicago Pile-1.
  • C. Golo Mann
    Golo Mann was a German historian, essayist, and writer known for his works on modern European history and his reflections on politics and culture.
  • D. Tom Garfinkel
    Tom Garfinkel is a sports executive best known for leading the business operations and strategic development of the NFL’s Miami Dolphins and their home stadium.
  • E. Herbert Huncke
    Herbert Huncke was an American writer, hustler, and streetwise raconteur whose gritty tales of New York’s underworld deeply influenced the writers of the Beat Generation.
  • 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: Gerard Malanga
Triple: [Chelsea Girls, stars, Gerard Malanga]
Generated description
Gerard Malanga is an American poet, photographer, and filmmaker closely associated with Andy Warhol and the 1960s New York avant-garde scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gerard Malanga
Target entity description: Gerard Malanga is an American poet, photographer, and filmmaker closely associated with Andy Warhol and the 1960s New York avant-garde scene.
  • A. George Zames
    George Zames was a prominent control theorist known for his foundational contributions to robust control and H-infinity methods in systems engineering.
  • B. George Weil
    George Weil was a physicist who worked on the Manhattan Project and is noted for being the operator who withdrew the control rod to initiate the first self-sustaining nuclear chain reaction in Chicago Pile-1.
  • C. Golo Mann
    Golo Mann was a German historian, essayist, and writer known for his works on modern European history and his reflections on politics and culture.
  • D. Tom Garfinkel
    Tom Garfinkel is a sports executive best known for leading the business operations and strategic development of the NFL’s Miami Dolphins and their home stadium.
  • E. Herbert Huncke
    Herbert Huncke was an American writer, hustler, and streetwise raconteur whose gritty tales of New York’s underworld deeply influenced the writers of the Beat Generation.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90ad958f48190a6344e1be78b574d completed March 5, 2026, 4:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad682fd42881908ecd0f331e81aba8 completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad69c8af5481909d73d90e1dcaf560 completed March 8, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69ad6a4aebb88190a27350216add031b completed March 8, 2026, 12:23 p.m.
Created at: March 4, 2026, 7:29 p.m.