Triple

T20719604
Position Surface form Disambiguated ID Type / Status
Subject Matt Lieberman E509275 entity
Predicate wrote P2831 FINISHED
Object Playing with Fire (2019 film)
Playing with Fire (2019 film) is a family comedy movie starring John Cena as a rugged firefighter who must care for a group of mischievous children.
 E1447719 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 (2019 film) | Statement: [Matt Lieberman, wrote, Playing with Fire (2019 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Playing with Fire (2019 film)
Context triple: [Matt Lieberman, wrote, Playing with Fire (2019 film)]
  • 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. Raging Fire
    Raging Fire is a 2021 Hong Kong action thriller film directed by Benny Chan and starring Donnie Yen as a principled cop facing off against his vengeful former protégé.
  • 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 (2019 film)
Triple: [Matt Lieberman, wrote, Playing with Fire (2019 film)]
Generated description
Playing with Fire (2019 film) is a family comedy movie starring John Cena as a rugged firefighter who must care for a group of mischievous children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Playing with Fire (2019 film)
Target entity description: Playing with Fire (2019 film) is a family comedy movie starring John Cena as a rugged firefighter who must care for a group of mischievous children.
  • 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. Raging Fire
    Raging Fire is a 2021 Hong Kong action thriller film directed by Benny Chan and starring Donnie Yen as a principled cop facing off against his vengeful former protégé.
  • 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_69e0b4c4cc648190b45fda6e2b20af56 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1d4de6c81908f8c98c2f1e70cc4 completed April 21, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e0552fe88190aa5557fa83b7ed40 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e4808ac881908d527d462833ba84 completed May 16, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_6a08e4eccb0881908e536964d86650d1 completed May 16, 2026, 9:43 p.m.
Created at: April 16, 2026, 12:26 p.m.