Triple

T9153293
Position Surface form Disambiguated ID Type / Status
Subject John Scalzi E219642 entity
Predicate notableWork P4 FINISHED
Object The Consuming Fire
The Consuming Fire is a science fiction novel by John Scalzi, the second book in his Interdependency series, continuing a space-opera saga about political intrigue and the collapse of an interstellar empire.
E779939 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 Consuming Fire | Statement: [John Scalzi, notableWork, The Consuming Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Consuming Fire
Context triple: [John Scalzi, notableWork, The Consuming Fire]
  • A. The Fire
    The Fire is a Major League Soccer club based in Chicago, Illinois, known formally as Chicago Fire FC.
  • B. The Burning
    "The Burning" is a popular episode of the sitcom *Seinfeld*, best known for featuring George Costanza’s “jerk store” comeback and Kramer’s storyline about medical students observing operations.
  • C. The Burning
    The Burning is a 1981 American slasher film, notable for its summer-camp setting and early special effects work by makeup artist Tom Savini.
  • D. The Burning
    The Burning was a Union scorched-earth campaign in the Shenandoah Valley during the American Civil War, aimed at destroying Confederate resources and crippling the region’s ability to support the Southern war effort.
  • E. Trial by Fire
    "Trial by Fire" is a historical work by British judge and historian Lord Sumption, forming part of his acclaimed multi-volume narrative on the Hundred Years' War.
  • 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 Consuming Fire
Triple: [John Scalzi, notableWork, The Consuming Fire]
Generated description
The Consuming Fire is a science fiction novel by John Scalzi, the second book in his Interdependency series, continuing a space-opera saga about political intrigue and the collapse of an interstellar empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Consuming Fire
Target entity description: The Consuming Fire is a science fiction novel by John Scalzi, the second book in his Interdependency series, continuing a space-opera saga about political intrigue and the collapse of an interstellar empire.
  • A. The Fire
    The Fire is a Major League Soccer club based in Chicago, Illinois, known formally as Chicago Fire FC.
  • B. The Burning
    "The Burning" is a popular episode of the sitcom *Seinfeld*, best known for featuring George Costanza’s “jerk store” comeback and Kramer’s storyline about medical students observing operations.
  • C. The Burning
    The Burning is a 1981 American slasher film, notable for its summer-camp setting and early special effects work by makeup artist Tom Savini.
  • D. The Burning
    The Burning was a Union scorched-earth campaign in the Shenandoah Valley during the American Civil War, aimed at destroying Confederate resources and crippling the region’s ability to support the Southern war effort.
  • E. Trial by Fire
    "Trial by Fire" is a 1996 rock album by the American band Journey, marking their reunion with lead singer Steve Perry after a decade-long hiatus.
  • 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_69ca83e25418819093c6503deeaf30de completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca96e323881909cbf4d6708f24f79 completed April 1, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d04846544481909012f5c7fbbf3b0a completed April 3, 2026, 11:07 p.m.
NEDg Description generation batch_69d048dcd7448190bee7509495e964eb completed April 3, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69d049b6a0188190b52f833795a8ad05 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:20 p.m.