Triple

T5254927
Position Surface form Disambiguated ID Type / Status
Subject Aaron Zigman E118675 entity
Predicate workedOn P3 FINISHED
Object film "A Walk to Remember"
"A Walk to Remember" is a 2002 romantic drama film based on Nicholas Sparks' novel, following the transformative relationship between a rebellious teenager and a devout young woman in a small North Carolina town.
 E507913 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: film "A Walk to Remember" | Statement: [Aaron Zigman, workedOn, film "A Walk to Remember"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: film "A Walk to Remember"
Context triple: [Aaron Zigman, workedOn, film "A Walk to Remember"]
  • A. A Walk to Remember (music)
    A Walk to Remember (music) is the film score composed by Mervyn Warren for the 2002 romantic drama movie "A Walk to Remember."
  • B. The Notebook
    The Notebook is a 2004 romantic drama film based on Nicholas Sparks’ novel, following a passionate but tumultuous love story that unfolds over decades.
  • C. film "The Shack"
    "The Shack" is a 2017 Christian drama film, based on William P. Young’s novel, that explores themes of grief, faith, and forgiveness through a man's transformative encounter with the divine after a family tragedy.
  • D. True Romance
    True Romance is the critically acclaimed debut studio album by English pop artist Charli XCX, blending dark synth-pop with experimental electronic production.
  • E. True Romance
    True Romance is a 1993 crime-romance film directed by Tony Scott and written by Quentin Tarantino, known for its stylized violence, sharp dialogue, and ensemble cast.
  • 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: film "A Walk to Remember"
Triple: [Aaron Zigman, workedOn, film "A Walk to Remember"]
Generated description
"A Walk to Remember" is a 2002 romantic drama film based on Nicholas Sparks' novel, following the transformative relationship between a rebellious teenager and a devout young woman in a small North Carolina town.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: film "A Walk to Remember"
Target entity description: "A Walk to Remember" is a 2002 romantic drama film based on Nicholas Sparks' novel, following the transformative relationship between a rebellious teenager and a devout young woman in a small North Carolina town.
  • A. A Walk to Remember (music)
    A Walk to Remember (music) is the film score composed by Mervyn Warren for the 2002 romantic drama movie "A Walk to Remember."
  • B. The Notebook
    The Notebook is a 2004 romantic drama film based on Nicholas Sparks’ novel, following a passionate but tumultuous love story that unfolds over decades.
  • C. film "The Shack"
    "The Shack" is a 2017 Christian drama film, based on William P. Young’s novel, that explores themes of grief, faith, and forgiveness through a man's transformative encounter with the divine after a family tragedy.
  • D. True Romance
    True Romance is the critically acclaimed debut studio album by English pop artist Charli XCX, blending dark synth-pop with experimental electronic production.
  • E. True Romance
    True Romance is a 1993 crime-romance film directed by Tony Scott and written by Quentin Tarantino, known for its stylized violence, sharp dialogue, and ensemble cast.
  • 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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ba2f5d08190850529659901ae0f completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06bfa5e48190bc9313a39d95531e completed March 21, 2026, 8:59 p.m.
NEDg Description generation batch_69bf0708405c81908429336ab1a836cd completed March 21, 2026, 9 p.m.
NED2 Entity disambiguation (via description) batch_69bf079d8584819091bb6b9204644971 completed March 21, 2026, 9:03 p.m.
Created at: March 20, 2026, 1:50 p.m.