Triple

T4469866
Position Surface form Disambiguated ID Type / Status
Subject Mildred Pierce (2011 miniseries) E98467 entity
Predicate castMember P1668 FINISHED
Object James LeGros
James LeGros is an American character actor known for his work in independent films and television, including roles in projects like "Drugstore Cowboy," "Ally McBeal," and "Justified."
E452906 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 LeGros | Statement: [Mildred Pierce (2011 miniseries), castMember, James LeGros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James LeGros
Context triple: [Mildred Pierce (2011 miniseries), castMember, James LeGros]
  • A. Charles LeMaire
    Charles LeMaire was an American costume designer renowned for his work in Hollywood’s Golden Age, earning multiple Academy Awards for his contributions to classic films.
  • B. Jean Raoux
    Jean Raoux was a French painter of the late 17th and early 18th centuries, known for his elegant genre scenes and portraits that bridged the Baroque and Rococo styles.
  • C. Edward LeSaint
    Edward LeSaint was an American actor and film director active during the silent and early sound eras, appearing in and directing numerous films in the early 20th century.
  • D. Mark Gastineau
    Mark Gastineau is a former American football defensive end best known as a star pass rusher for the New York Jets in the 1980s and a key member of the famed "New York Sack Exchange" defensive line.
  • E. Paul Gervais
    Paul Gervais was a French painter known for his large-scale decorative works and allegorical murals in prominent public buildings.
  • 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 LeGros
Triple: [Mildred Pierce (2011 miniseries), castMember, James LeGros]
Generated description
James LeGros is an American character actor known for his work in independent films and television, including roles in projects like "Drugstore Cowboy," "Ally McBeal," and "Justified."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James LeGros
Target entity description: James LeGros is an American character actor known for his work in independent films and television, including roles in projects like "Drugstore Cowboy," "Ally McBeal," and "Justified."
  • A. Charles LeMaire
    Charles LeMaire was an American costume designer renowned for his work in Hollywood’s Golden Age, earning multiple Academy Awards for his contributions to classic films.
  • B. Jean Raoux
    Jean Raoux was a French painter of the late 17th and early 18th centuries, known for his elegant genre scenes and portraits that bridged the Baroque and Rococo styles.
  • C. Edward LeSaint
    Edward LeSaint was an American actor and film director active during the silent and early sound eras, appearing in and directing numerous films in the early 20th century.
  • D. Mark Gastineau
    Mark Gastineau is a former American football defensive end best known as a star pass rusher for the New York Jets in the 1980s and a key member of the famed "New York Sack Exchange" defensive line.
  • E. Paul Gervais
    Paul Gervais was a French painter known for his large-scale decorative works and allegorical murals in prominent public buildings.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569cd03c8190927c596bedb45ac8 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69bdc546a4fc8190962b1f6949d9fdbc completed March 20, 2026, 10:08 p.m.
NEDg Description generation batch_69bdc9df67648190ad5021fd9fe4f5c9 completed March 20, 2026, 10:27 p.m.
NED2 Entity disambiguation (via description) batch_69bdca35cbec81909b8305afb65960bc completed March 20, 2026, 10:29 p.m.
Created at: March 12, 2026, 11:34 p.m.