Triple

T16781272
Position Surface form Disambiguated ID Type / Status
Subject Amy Acker E407861 entity
Predicate spouse P13 FINISHED
Object James Carpinello
James Carpinello is an American actor known for his work in film, television, and on Broadway, including roles in productions like "Rock of Ages" and "The Punisher."
E1361862 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 Carpinello | Statement: [Amy Acker, spouse, James Carpinello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Carpinello
Context triple: [Amy Acker, spouse, James Carpinello]
  • A. Edward Carfagno
    Edward Carfagno was an American art director and production designer known for his work on numerous major Hollywood films, including several Oscar-winning productions.
  • B. Charles Camarda
    Charles Camarda is a NASA astronaut and aerospace engineer best known for flying on the Space Shuttle Discovery’s STS-114 “Return to Flight” mission following the Columbia disaster.
  • C. Robert Glaudini
    Robert Glaudini is an American playwright, screenwriter, and actor best known for writing the play "Jack Goes Boating," which he later adapted for the film version.
  • D. Ray Scapinello
    Ray Scapinello is a renowned former National Hockey League linesman known for his long, distinguished officiating career and induction into the Hockey Hall of Fame.
  • E. James Marini
    James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
  • 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 Carpinello
Triple: [Amy Acker, spouse, James Carpinello]
Generated description
James Carpinello is an American actor known for his work in film, television, and on Broadway, including roles in productions like "Rock of Ages" and "The Punisher."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Carpinello
Target entity description: James Carpinello is an American actor known for his work in film, television, and on Broadway, including roles in productions like "Rock of Ages" and "The Punisher."
  • A. Edward Carfagno
    Edward Carfagno was an American art director and production designer known for his work on numerous major Hollywood films, including several Oscar-winning productions.
  • B. Charles Camarda
    Charles Camarda is a NASA astronaut and aerospace engineer best known for flying on the Space Shuttle Discovery’s STS-114 “Return to Flight” mission following the Columbia disaster.
  • C. Robert Glaudini
    Robert Glaudini is an American playwright, screenwriter, and actor best known for writing the play "Jack Goes Boating," which he later adapted for the film version.
  • D. Ray Scapinello
    Ray Scapinello is a renowned former National Hockey League linesman known for his long, distinguished officiating career and induction into the Hockey Hall of Fame.
  • E. James Marini
    James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b216726881908ddc9cdc772cd5e4 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a06f232ba1c8190a30e699c556625f6 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f328c18881909948ed66d50b9eae completed May 15, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4f990808190b3b8e21f85d20219 completed May 15, 2026, 10:27 a.m.
Created at: April 10, 2026, 5:22 a.m.