Triple

T7301826
Position Surface form Disambiguated ID Type / Status
Subject John Griffith Chaney E167874 entity
Predicate notableWork P4 FINISHED
Object The Iron Heel
The Iron Heel is a dystopian novel by Jack London that portrays a future totalitarian oligarchy crushing a socialist movement in the United States.
E655071 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 Iron Heel | Statement: [John Griffith Chaney, notableWork, The Iron Heel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Iron Heel
Context triple: [John Griffith Chaney, notableWork, The Iron Heel]
  • A. The Revolutionist
    "The Revolutionist" is a short story by Ernest Hemingway, included in his collection *In Our Time*, that portrays a young political idealist in postwar Europe.
  • B. The Inevitable Revolution
    The Inevitable Revolution is a political work by Lebanese Druze leader and thinker Kamal Jumblatt that outlines his revolutionary, socialist, and humanist vision for transforming Arab and Lebanese society.
  • C. The Shame of the Cities
    The Shame of the Cities is a landmark 1904 muckraking book that exposed widespread political corruption in major American urban governments during the Progressive Era.
  • D. The Machine Stops
    The Machine Stops is a 1909 dystopian science fiction short story depicting a future society utterly dependent on an all-controlling technological system and the consequences when it fails.
  • E. Curse of the Starving Class
    Curse of the Starving Class is a darkly comic, psychologically intense stage play by Sam Shepard that explores the disintegration of a dysfunctional American family struggling with poverty, identity, and the elusive promise of the American Dream.
  • 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 Iron Heel
Triple: [John Griffith Chaney, notableWork, The Iron Heel]
Generated description
The Iron Heel is a dystopian novel by Jack London that portrays a future totalitarian oligarchy crushing a socialist movement in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Iron Heel
Target entity description: The Iron Heel is a dystopian novel by Jack London that portrays a future totalitarian oligarchy crushing a socialist movement in the United States.
  • A. The Revolutionist
    "The Revolutionist" is a short story by Ernest Hemingway, included in his collection *In Our Time*, that portrays a young political idealist in postwar Europe.
  • B. The Inevitable Revolution
    The Inevitable Revolution is a political work by Lebanese Druze leader and thinker Kamal Jumblatt that outlines his revolutionary, socialist, and humanist vision for transforming Arab and Lebanese society.
  • C. The Shame of the Cities
    The Shame of the Cities is a landmark 1904 muckraking book that exposed widespread political corruption in major American urban governments during the Progressive Era.
  • D. The Machine Stops
    The Machine Stops is a 1909 dystopian science fiction short story depicting a future society utterly dependent on an all-controlling technological system and the consequences when it fails.
  • E. Curse of the Starving Class
    Curse of the Starving Class is a darkly comic, psychologically intense stage play by Sam Shepard that explores the disintegration of a dysfunctional American family struggling with poverty, identity, and the elusive promise of the American Dream.
  • 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_69c6888c820881909fc68f689fe1c251 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebb09164819099c4479d48c1688a completed March 27, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e554833c8190ac124421379639bd completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e628b9e0819099fef480ea58973d completed March 28, 2026, 2:31 p.m.
NED2 Entity disambiguation (via description) batch_69c7e7582ab08190827bb04465297c7c completed March 28, 2026, 2:36 p.m.
Created at: March 27, 2026, 3:01 p.m.