Triple

T7451742
Position Surface form Disambiguated ID Type / Status
Subject Disenchanted E172023 entity
Predicate storyBy P1955 FINISHED
Object J. David Stem
J. David Stem is an American screenwriter and producer best known for co-writing family-oriented films and animated features, often in collaboration with David N. Weiss.
 E683146 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: J. David Stem | Statement: [Disenchanted, storyBy, J. David Stem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J. David Stem
Context triple: [Disenchanted, storyBy, J. David Stem]
  • A. Allen H. Stem
    Allen H. Stem was an American architect known for his work on major transportation-related buildings in the early 20th century, including prominent train stations.
  • B. Jay R. DeGroat
    Jay R. DeGroat is a Navajo artist best known for creating the official flag of the Navajo Nation.
  • C. Stephen K. Robinson
    Stephen K. Robinson is a former NASA astronaut and aerospace engineer who flew on multiple Space Shuttle missions and conducted spacewalks to help assemble and repair the International Space Station.
  • D. Stephen J. Rivele
    Stephen J. Rivele is an American screenwriter best known for co-writing acclaimed biographical and historical films such as "Nixon" and "Ali."
  • E. Charles J.D. Schlissel
    Charles J.D. Schlissel is a film producer best known for his work on major Hollywood thrillers such as "Flightplan."
  • 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: J. David Stem
Triple: [Disenchanted, storyBy, J. David Stem]
Generated description
J. David Stem is an American screenwriter and producer best known for co-writing family-oriented films and animated features, often in collaboration with David N. Weiss.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J. David Stem
Target entity description: J. David Stem is an American screenwriter and producer best known for co-writing family-oriented films and animated features, often in collaboration with David N. Weiss.
  • A. Allen H. Stem
    Allen H. Stem was an American architect known for his work on major transportation-related buildings in the early 20th century, including prominent train stations.
  • B. Jay R. DeGroat
    Jay R. DeGroat is a Navajo artist best known for creating the official flag of the Navajo Nation.
  • C. Stephen K. Robinson
    Stephen K. Robinson is a former NASA astronaut and aerospace engineer who flew on multiple Space Shuttle missions and conducted spacewalks to help assemble and repair the International Space Station.
  • D. Stephen J. Rivele
    Stephen J. Rivele is an American screenwriter best known for co-writing acclaimed biographical and historical films such as "Nixon" and "Ali."
  • E. Charles J.D. Schlissel
    Charles J.D. Schlissel is a film producer best known for his work on major Hollywood thrillers such as "Flightplan."
  • 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_69c68a66554c8190add75c65942c0317 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f38c28e08190956766a5222fe720 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8ac837f948190895d136cf96951e7 completed March 29, 2026, 4:37 a.m.
NEDg Description generation batch_69c8ae3fb23881908850ac257337a131 completed March 29, 2026, 4:44 a.m.
NED2 Entity disambiguation (via description) batch_69c8aebc46e481908872d0c4c77345b5 completed March 29, 2026, 4:46 a.m.
Created at: March 27, 2026, 3:14 p.m.