Triple

T23444806
Position Surface form Disambiguated ID Type / Status
Subject Chill Factor E565506 entity
Predicate writer P1360 FINISHED
Object Drew Gitlin
Drew Gitlin is a screenwriter best known for co-writing the 1999 action thriller film "Chill Factor."
 E1590665 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: Drew Gitlin | Statement: [Chill Factor, writer, Drew Gitlin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Drew Gitlin
Context triple: [Chill Factor, writer, Drew Gitlin]
  • A. Todd Gitlin
    Todd Gitlin was an American sociologist, writer, and prominent 1960s New Left activist who served as a key leader of Students for a Democratic Society and later became an influential commentator on media, politics, and culture.
  • B. Brett Gelman
    Brett Gelman is an American actor and comedian known for his eccentric, often darkly comic roles in television series such as "Stranger Things," "Fleabag," and various Adult Swim productions.
  • C. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • D. Jonathan Blumental
    Jonathan Blumental is a film producer known for his work on the movie "The Lost Prince."
  • E. Ben D. Waisbren
    Ben D. Waisbren is a film producer known for financing and producing major studio and independent movies.
  • 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: Drew Gitlin
Triple: [Chill Factor, writer, Drew Gitlin]
Generated description
Drew Gitlin is a screenwriter best known for co-writing the 1999 action thriller film "Chill Factor."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Drew Gitlin
Target entity description: Drew Gitlin is a screenwriter best known for co-writing the 1999 action thriller film "Chill Factor."
  • A. Todd Gitlin
    Todd Gitlin was an American sociologist, writer, and prominent 1960s New Left activist who served as a key leader of Students for a Democratic Society and later became an influential commentator on media, politics, and culture.
  • B. Brett Gelman
    Brett Gelman is an American actor and comedian known for his eccentric, often darkly comic roles in television series such as "Stranger Things," "Fleabag," and various Adult Swim productions.
  • C. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • D. Jonathan Blumental
    Jonathan Blumental is a film producer known for his work on the movie "The Lost Prince."
  • E. Ben D. Waisbren
    Ben D. Waisbren is a film producer known for financing and producing major studio and independent movies.
  • 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_69e24584f9488190bb32730bd2ce023e completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a647d6208190ba891252c8443fd4 completed April 29, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf37f7fc8190a289f85adabe8b60 completed May 19, 2026, 10:07 p.m.
NEDg Description generation batch_6a0ce0ffc8c08190a9ef8f8bbdec55b5 completed May 19, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce22ac5ac8190b708bb201fdf3af8 completed May 19, 2026, 10:20 p.m.
Created at: April 17, 2026, 5:51 p.m.