Triple

T14630853
Position Surface form Disambiguated ID Type / Status
Subject PCU E343473 entity
Predicate mainCharacter P1183 FINISHED
Object James "Droz" Andrews
James "Droz" Andrews is the charismatic, anarchic leader of a misfit college fraternity in the 1994 comedy film "PCU."
E1109556 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: James "Droz" Andrews | Statement: [PCU, mainCharacter, James "Droz" Andrews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James "Droz" Andrews
Context triple: [PCU, mainCharacter, James "Droz" Andrews]
  • A. Ken Drake
    Ken Drake was an American character actor known for his numerous supporting roles in mid-20th-century film and television.
  • B. Jack Driscoll
    Jack Driscoll is a central heroic character in the 1933 film "King Kong," serving as the ship's first mate and the primary human protagonist who helps rescue Ann Darrow from the giant ape.
  • C. Martin Drewes
    Martin Drewes was a highly successful German Luftwaffe night fighter ace of World War II, credited with numerous aerial victories during nocturnal operations.
  • D. Andrew Crawford
    Andrew Crawford is a relatively common personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
  • E. Don Roderick
    Don Roderick is the legendary last Visigothic king of Spain, often depicted in literature as a tragic figure whose downfall heralds the Moorish conquest of the Iberian Peninsula.
  • 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: James "Droz" Andrews
Triple: [PCU, mainCharacter, James "Droz" Andrews]
Generated description
James "Droz" Andrews is the charismatic, anarchic leader of a misfit college fraternity in the 1994 comedy film "PCU."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James "Droz" Andrews
Target entity description: James "Droz" Andrews is the charismatic, anarchic leader of a misfit college fraternity in the 1994 comedy film "PCU."
  • A. Ken Drake
    Ken Drake was an American character actor known for his numerous supporting roles in mid-20th-century film and television.
  • B. Jack Driscoll
    Jack Driscoll is a central heroic character in the 1933 film "King Kong," serving as the ship's first mate and the primary human protagonist who helps rescue Ann Darrow from the giant ape.
  • C. Martin Drewes
    Martin Drewes was a highly successful German Luftwaffe night fighter ace of World War II, credited with numerous aerial victories during nocturnal operations.
  • D. Andrew Crawford
    Andrew Crawford is a relatively common personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
  • E. Don Roderick
    Don Roderick is the legendary last Visigothic king of Spain, often depicted in literature as a tragic figure whose downfall heralds the Moorish conquest of the Iberian Peninsula.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4a912248190a3df7f821395c776 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92ded848190b031d3ff29e54a00 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb0859cfc8190b0061c2e7c629260 completed May 8, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69fdb14346508190afc3067469412efb completed May 8, 2026, 9:47 a.m.
Created at: April 10, 2026, 1:26 a.m.