Triple

T23276642
Position Surface form Disambiguated ID Type / Status
Subject Andy Fickman E588737 entity
Predicate directed P7373 FINISHED
Object 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.
 E1579784 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: [Andy Fickman, directed, Playing with Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Playing with Fire
Context triple: [Andy Fickman, directed, 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 psychological suspense novel by Tess Gerritsen that intertwines a modern mystery with a haunting historical narrative centered around a disturbing piece of music.
  • C. 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.
  • D. She Played with Fire
    She Played with Fire is a 1957 British mystery thriller film featuring Steve Cochran in a leading role.
  • E. Through the Fire
    "Through the Fire" is a 1984 soulful R&B ballad by Chaka Khan, renowned for its powerful vocals and enduring popularity as one of her signature songs.
  • 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: [Andy Fickman, directed, Playing with Fire]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Playing with Fire
Target entity description: 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.
  • 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. 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.
  • D. She Played with Fire
    She Played with Fire is a 1957 British mystery thriller film featuring Steve Cochran in a leading role.
  • E. Through the Fire
    "Through the Fire" is a 1984 soulful R&B ballad by Chaka Khan, renowned for its powerful vocals and enduring popularity as one of her signature songs.
  • 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19578adf48190bdb129a55f86172c completed April 29, 2026, 5:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c886e708190813e824dc6dc18a6 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e3a7374819099635f56d0d513c3 completed May 19, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4ecaaf208190a845013b342e3a88 completed May 19, 2026, 11:51 a.m.
Created at: April 17, 2026, 4:48 p.m.