Triple

T23306109
Position Surface form Disambiguated ID Type / Status
Subject Theo Fleury E590437 entity
Predicate notableWork P4 FINISHED
Object Playing with Fire
Playing with Fire is the searing autobiography of former NHL star Theo Fleury, detailing his hockey career alongside his struggles with abuse, addiction, and personal trauma.
 E1583506 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: Playing with Fire | Statement: [Theo Fleury, notableWork, Playing with Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Playing with Fire
Context triple: [Theo Fleury, notableWork, Playing with Fire]
  • A. Playing with Fire
    Playing with Fire is the debut rap album by American entertainer Kevin Federline, released in 2006 to widespread negative reviews and media attention.
  • B. Playing with Fire
    Playing with Fire is a 2019 family comedy film about a group of rugged firefighters who must care for three mischievous children they rescue from a wildfire.
  • C. Playing with Fire
    Playing with Fire is a psychological suspense novel by Tess Gerritsen that intertwines a modern mystery with a haunting historical narrative centered around a disturbing piece of music.
  • D. Play With Fire
    "Play With Fire" is a 1965 song by the Rolling Stones, known for its dark, acoustic sound and lyrics critiquing wealth and privilege.
  • E. She Played with Fire
    She Played with Fire is a 1957 British mystery thriller film featuring Steve Cochran in a leading role.
  • 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: Playing with Fire
Triple: [Theo Fleury, notableWork, Playing with Fire]
Generated description
Playing with Fire is the searing autobiography of former NHL star Theo Fleury, detailing his hockey career alongside his struggles with abuse, addiction, and personal trauma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Playing with Fire
Target entity description: Playing with Fire is the searing autobiography of former NHL star Theo Fleury, detailing his hockey career alongside his struggles with abuse, addiction, and personal trauma.
  • A. Playing with Fire
    Playing with Fire is a psychological suspense novel by Tess Gerritsen that intertwines a modern mystery with a haunting historical narrative centered around a disturbing piece of music.
  • B. Playing with Fire
    Playing with Fire is the debut rap album by American entertainer Kevin Federline, released in 2006 to widespread negative reviews and media attention.
  • C. Playing with Fire
    Playing with Fire is a 2019 family comedy film about a group of rugged firefighters who must care for three mischievous children they rescue from a wildfire.
  • D. Play With Fire
    "Play With Fire" is a 1965 song by the Rolling Stones, known for its dark, acoustic sound and lyrics critiquing wealth and privilege.
  • E. She Played with Fire
    She Played with Fire is a 1957 British mystery thriller film featuring Steve Cochran in a leading role.
  • 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_69e25d1c0ecc8190a355aa229f06d0e0 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1972737c08190bd011776564c3861 completed April 29, 2026, 5:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dc29cd081909d37cfb1d4529f79 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5f3e57308190865e48b43cc83d10 completed May 19, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5ffbea40819088a5a01a3763c718 completed May 19, 2026, 1:05 p.m.
Created at: April 17, 2026, 5:05 p.m.