Triple

T7357090
Position Surface form Disambiguated ID Type / Status
Subject She's All That E169652 entity
Predicate mainCharacter P1183 FINISHED
Object Dean Sampson
Dean Sampson is the arrogant, manipulative antagonist in the teen romantic comedy film "She's All That."
E671056 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: Dean Sampson | Statement: [She's All That, mainCharacter, Dean Sampson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dean Sampson
Context triple: [She's All That, mainCharacter, Dean Sampson]
  • A. Dean Cox
    Dean Cox is a retired Australian rules footballer widely regarded as one of the greatest ruckmen in AFL history, best known for his long and decorated career with the West Coast Eagles.
  • B. Sam Giddings
    Sam Giddings is a central playable protagonist in the horror video game Until Dawn, known for her resourcefulness, moral compass, and strong chances of survival depending on player choices.
  • C. Ben Shepherd
    Ben Shepherd is an American musician best known as the longtime bassist for the influential grunge band Soundgarden.
  • D. Dean Tolson
    Dean Tolson is a former American professional basketball player best known for his college career at the University of Arkansas and his time as a forward in the NBA during the 1970s.
  • E. Ed Guiney
    Ed Guiney is an Irish film producer and co-founder of Element Pictures, known for collaborating on acclaimed films such as "The Favourite," "Room," and "Poor Things."
  • 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: Dean Sampson
Triple: [She's All That, mainCharacter, Dean Sampson]
Generated description
Dean Sampson is the arrogant, manipulative antagonist in the teen romantic comedy film "She's All That."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dean Sampson
Target entity description: Dean Sampson is the arrogant, manipulative antagonist in the teen romantic comedy film "She's All That."
  • A. Dean Cox
    Dean Cox is a retired Australian rules footballer widely regarded as one of the greatest ruckmen in AFL history, best known for his long and decorated career with the West Coast Eagles.
  • B. Sam Giddings
    Sam Giddings is a central playable protagonist in the horror video game Until Dawn, known for her resourcefulness, moral compass, and strong chances of survival depending on player choices.
  • C. Ben Shepherd
    Ben Shepherd is an American musician best known as the longtime bassist for the influential grunge band Soundgarden.
  • D. Dean Tolson
    Dean Tolson is a former American professional basketball player best known for his college career at the University of Arkansas and his time as a forward in the NBA during the 1970s.
  • E. Ed Guiney
    Ed Guiney is an Irish film producer and co-founder of Element Pictures, known for collaborating on acclaimed films such as "The Favourite," "Room," and "Poor Things."
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13a62e48190a2d1781a630aa9f0 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84ee2397481909552cec2d4b90cc5 completed March 28, 2026, 9:57 p.m.
NEDg Description generation batch_69c84f8cee1c8190b5fca51e741236fd completed March 28, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69c84ff387688190a39578bef5f0f1d7 completed March 28, 2026, 10:02 p.m.
Created at: March 27, 2026, 3:06 p.m.