Triple

T15591643
Position Surface form Disambiguated ID Type / Status
Subject Step Up 2: The Streets E374756 entity
Predicate castMember P1668 FINISHED
Object Black Thomas
Black Thomas is an actor best known for his role in the dance film "Step Up 2: The Streets."
E1165349 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: Black Thomas | Statement: [Step Up 2: The Streets, castMember, Black Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Thomas
Context triple: [Step Up 2: The Streets, castMember, Black Thomas]
  • A. John Thomas
    John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
  • B. John Thomas
    John Thomas was a 19th-century British sculptor known for his architectural and commemorative works, including prominent public monuments.
  • C. John Thomas
    John Thomas is a film producer best known for his work on the action thriller "Executive Decision."
  • D. John Thomas
    John Thomas is an author known for writing about the Predator franchise.
  • E. Samuel Black
    Samuel Black is the father of American stand-up comedian and social critic Lewis Black.
  • 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: Black Thomas
Triple: [Step Up 2: The Streets, castMember, Black Thomas]
Generated description
Black Thomas is an actor best known for his role in the dance film "Step Up 2: The Streets."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Thomas
Target entity description: Black Thomas is an actor best known for his role in the dance film "Step Up 2: The Streets."
  • A. John Thomas
    John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
  • B. John Thomas
    John Thomas was a 19th-century British sculptor known for his architectural and commemorative works, including prominent public monuments.
  • C. John Thomas
    John Thomas is a film producer best known for his work on the action thriller "Executive Decision."
  • D. John Thomas
    John Thomas is an author known for writing about the Predator franchise.
  • E. Samuel Black
    Samuel Black is the father of American stand-up comedian and social critic Lewis Black.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e4b903c8190a35f9267cb38e721 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c55fa248190b114a5b63560f87b completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff50020d748190be36f3c08df43e40 completed May 9, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69ff50a349688190ab7a18fa4460d86e completed May 9, 2026, 3:20 p.m.
Created at: April 10, 2026, 4:12 a.m.