Triple

T15064152
Position Surface form Disambiguated ID Type / Status
Subject The Vow E379711 entity
Predicate storyBy P1955 FINISHED
Object Stuart Sender
Stuart Sender is a filmmaker and writer best known for his work crafting narratives for film and television projects such as the drama "The Vow."
E1135091 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: Stuart Sender | Statement: [The Vow, storyBy, Stuart Sender]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stuart Sender
Context triple: [The Vow, storyBy, Stuart Sender]
  • A. Stuart Benjamin
    Stuart Benjamin is a film producer best known for his work on the biographical musical drama "Ray" about musician Ray Charles.
  • B. Stuart Dunmeyer
    Stuart Dunmeyer is a wealthy, charming businessman who becomes the love interest of Miranda Hillard in the 1993 comedy film "Mrs. Doubtfire."
  • C. Samuel Berger
    Samuel Berger was an American political consultant and foreign policy advisor who served as National Security Advisor to President Bill Clinton in the late 1990s.
  • D. Peter Bowker
    Peter Bowker is a British television and film screenwriter known for creating and writing acclaimed dramas such as "Blackpool," "Occupation," and "World on Fire."
  • E. Stuart Ullman
    Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
  • 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: Stuart Sender
Triple: [The Vow, storyBy, Stuart Sender]
Generated description
Stuart Sender is a filmmaker and writer best known for his work crafting narratives for film and television projects such as the drama "The Vow."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stuart Sender
Target entity description: Stuart Sender is a filmmaker and writer best known for his work crafting narratives for film and television projects such as the drama "The Vow."
  • A. Stuart Benjamin
    Stuart Benjamin is a film producer best known for his work on the biographical musical drama "Ray" about musician Ray Charles.
  • B. Stuart Dunmeyer
    Stuart Dunmeyer is a wealthy, charming businessman who becomes the love interest of Miranda Hillard in the 1993 comedy film "Mrs. Doubtfire."
  • C. Samuel Berger
    Samuel Berger was an American political consultant and foreign policy advisor who served as National Security Advisor to President Bill Clinton in the late 1990s.
  • D. Peter Bowker
    Peter Bowker is a British television and film screenwriter known for creating and writing acclaimed dramas such as "Blackpool," "Occupation," and "World on Fire."
  • E. Stuart Ullman
    Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedee803ac81908bb7d66e49c2eb72 completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5c8b3ac8190b8fc921b6e6eeed5 completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea74447d481908b290d6be0f0898e completed May 9, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fea81b77708190b0aafcb504dc72d1 completed May 9, 2026, 3:20 a.m.
Created at: April 10, 2026, 3:02 a.m.