Triple

T5358958
Position Surface form Disambiguated ID Type / Status
Subject Black Mass (2015 film) E102772 entity
Predicate basedOnAuthor P2806 FINISHED
Object Gerard O’Neill
Gerard O’Neill was an American journalist and investigative reporter best known for his exposés on organized crime in Boston, including the work that inspired the film "Black Mass."
 E514066 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 O’Neill | Statement: [Black Mass (2015 film), basedOnAuthor, Gerard O’Neill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gerard O’Neill
Context triple: [Black Mass (2015 film), basedOnAuthor, Gerard O’Neill]
  • A. Robert Zubrin
    Robert Zubrin is an American aerospace engineer and author best known for his advocacy of human exploration and settlement of Mars, including his influential "Mars Direct" mission architecture.
  • B. Ronald N. Bracewell
    Ronald N. Bracewell was an Australian-born radio astronomer and electrical engineer best known for his pioneering work in radio interferometry, image reconstruction, and the conceptual design of the "Bracewell probe" for interstellar communication.
  • C. Hal Clement
    Hal Clement was an American science fiction writer renowned for his rigorously scientific, hard-SF worldbuilding and influential works during the Golden Age of Science Fiction.
  • D. John L. Russell
    John L. Russell was an American cinematographer best known for his atmospheric black-and-white photography on Alfred Hitchcock’s classic thriller "Psycho."
  • E. Gregory Benford
    Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
  • 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 O’Neill
Triple: [Black Mass (2015 film), basedOnAuthor, Gerard O’Neill]
Generated description
Gerard O’Neill was an American journalist and investigative reporter best known for his exposés on organized crime in Boston, including the work that inspired the film "Black Mass."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gerard O’Neill
Target entity description: Gerard O’Neill was an American journalist and investigative reporter best known for his exposés on organized crime in Boston, including the work that inspired the film "Black Mass."
  • A. Robert Zubrin
    Robert Zubrin is an American aerospace engineer and author best known for his advocacy of human exploration and settlement of Mars, including his influential "Mars Direct" mission architecture.
  • B. Ronald N. Bracewell
    Ronald N. Bracewell was an Australian-born radio astronomer and electrical engineer best known for his pioneering work in radio interferometry, image reconstruction, and the conceptual design of the "Bracewell probe" for interstellar communication.
  • C. Hal Clement
    Hal Clement was an American science fiction writer renowned for his rigorously scientific, hard-SF worldbuilding and influential works during the Golden Age of Science Fiction.
  • D. John L. Russell
    John L. Russell was an American cinematographer best known for his atmospheric black-and-white photography on Alfred Hitchcock’s classic thriller "Psycho."
  • E. Gregory Benford
    Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd8631ca2c8190856258bf340f6e5d completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21e955a8819094a0b12e42e2d6a6 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf23d9ca3881909bfc0a2e99164450 completed March 21, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69bf243319448190a30d6e8847d3f4b8 completed March 21, 2026, 11:05 p.m.
Created at: March 20, 2026, 2:02 p.m.