Triple

T377858
Position Surface form Disambiguated ID Type / Status
Subject Ludwig Göransson E8609 entity
Predicate collaboratedWith P435 FINISHED
Object Ryan Coogler
Ryan Coogler is an American filmmaker known for directing critically acclaimed films such as "Fruitvale Station," "Creed," and Marvel's "Black Panther."
E47490 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: Ryan Coogler | Statement: [Ludwig Göransson, collaboratedWith, Ryan Coogler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ryan Coogler
Context triple: [Ludwig Göransson, collaboratedWith, Ryan Coogler]
  • A. Shane Black
    Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
  • B. J. A. Bayona
    J. A. Bayona is a Spanish film director known for visually striking, emotionally intense works such as "The Orphanage," "The Impossible," and "A Monster Calls."
  • C. J. J. Abrams
    J. J. Abrams is an American filmmaker, producer, and screenwriter known for creating and directing major science fiction and action franchises such as Lost, Star Trek, and Star Wars: The Force Awakens.
  • D. Dede Gardner
    Dede Gardner is an Academy Award–winning American film producer and co-president of Plan B Entertainment, known for producing acclaimed films such as "Selma," "12 Years a Slave," and "Moonlight."
  • E. Bradford Young
    Bradford Young is an acclaimed American cinematographer known for his evocative, naturalistic lighting and work on films such as Selma, Arrival, and Solo: A Star Wars Story.
  • 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: Ryan Coogler
Triple: [Ludwig Göransson, collaboratedWith, Ryan Coogler]
Generated description
Ryan Coogler is an American filmmaker known for directing critically acclaimed films such as "Fruitvale Station," "Creed," and Marvel's "Black Panther."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ryan Coogler
Target entity description: Ryan Coogler is an American filmmaker known for directing critically acclaimed films such as "Fruitvale Station," "Creed," and Marvel's "Black Panther."
  • A. Shane Black
    Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
  • B. J. A. Bayona
    J. A. Bayona is a Spanish film director known for visually striking, emotionally intense works such as "The Orphanage," "The Impossible," and "A Monster Calls."
  • C. J. J. Abrams
    J. J. Abrams is an American filmmaker, producer, and screenwriter known for creating and directing major science fiction and action franchises such as Lost, Star Trek, and Star Wars: The Force Awakens.
  • D. Dede Gardner
    Dede Gardner is an Academy Award–winning American film producer and co-president of Plan B Entertainment, known for producing acclaimed films such as "Selma," "12 Years a Slave," and "Moonlight."
  • E. Bradford Young
    Bradford Young is an acclaimed American cinematographer known for his evocative, naturalistic lighting and work on films such as Selma, Arrival, and Solo: A Star Wars Story.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec1804108190a1e94526b71289ea completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f4ded68c8190b6951c03fd75c404 completed March 1, 2026, 8:12 a.m.
NEDg Description generation batch_69a3f5551aa4819083d49c02c5685fbd completed March 1, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69a3f5af51448190b77b55c0f8620419 completed March 1, 2026, 8:15 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.