Triple

T3132015
Position Surface form Disambiguated ID Type / Status
Subject John Bolton E65435 entity
Predicate hasWrittenWork P4 FINISHED
Object The Room Where It Happened
The Room Where It Happened is a political memoir detailing former U.S. National Security Advisor John Bolton’s insider account of the Trump administration’s foreign policy and internal decision-making.
E330471 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: The Room Where It Happened | Statement: [John Bolton, hasWrittenWork, The Room Where It Happened]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Room Where It Happened
Context triple: [John Bolton, hasWrittenWork, The Room Where It Happened]
  • A. The Room Where It Happens
    "The Room Where It Happens" is a showstopping musical number from the Broadway hit Hamilton that dramatizes Aaron Burr’s envy of Alexander Hamilton’s behind-the-scenes political dealmaking.
  • B. The Black Room
    The Black Room is a 1935 gothic horror film starring Boris Karloff, known for its tale of twin brothers, prophecy, and murder in a sinister European castle.
  • C. The Woman in the Room
    "The Woman in the Room" is a dark, emotionally charged short story by Stephen King that explores a son's anguish and moral dilemma as he contemplates ending his terminally ill mother's suffering.
  • D. The L-Shaped Room
    The L-Shaped Room is a 1962 British drama film, based on Lynne Reid Banks’s novel, about a young unmarried pregnant woman who moves into a shabby London bedsit and was acclaimed for Leslie Caron’s powerful performance.
  • E. The Woman in Room 13
    The Woman in Room 13 is a silent-era American film drama produced by the Vitagraph Company of America.
  • 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: The Room Where It Happened
Triple: [John Bolton, hasWrittenWork, The Room Where It Happened]
Generated description
The Room Where It Happened is a political memoir detailing former U.S. National Security Advisor John Bolton’s insider account of the Trump administration’s foreign policy and internal decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Room Where It Happened
Target entity description: The Room Where It Happened is a political memoir detailing former U.S. National Security Advisor John Bolton’s insider account of the Trump administration’s foreign policy and internal decision-making.
  • A. The Room Where It Happens
    "The Room Where It Happens" is a showstopping musical number from the Broadway hit Hamilton that dramatizes Aaron Burr’s envy of Alexander Hamilton’s behind-the-scenes political dealmaking.
  • B. The Black Room
    The Black Room is a 1935 gothic horror film starring Boris Karloff, known for its tale of twin brothers, prophecy, and murder in a sinister European castle.
  • C. The Woman in the Room
    "The Woman in the Room" is a dark, emotionally charged short story by Stephen King that explores a son's anguish and moral dilemma as he contemplates ending his terminally ill mother's suffering.
  • D. The L-Shaped Room
    The L-Shaped Room is a 1962 British drama film, based on Lynne Reid Banks’s novel, about a young unmarried pregnant woman who moves into a shabby London bedsit and was acclaimed for Leslie Caron’s powerful performance.
  • E. The Woman in Room 13
    The Woman in Room 13 is a silent-era American film drama produced by the Vitagraph Company of America.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada55f77b881908866fc43bdb18185 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f82787c81908eb72b18614c3421 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2102e35b08190ad9ca397f0c937da completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b21458b07081909d75886e0d9f88e9 completed March 12, 2026, 1:18 a.m.
Created at: March 8, 2026, 3:04 p.m.