Triple

T12461011
Position Surface form Disambiguated ID Type / Status
Subject I Came By E297791 entity
Predicate producer P490 FINISHED
Object Cleo Barnard
Cleo Barnard is a British filmmaker and screenwriter known for her socially conscious, visually distinctive films such as "The Arbor" and "The Selfish Giant."
 E1027193 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: Cleo Barnard | Statement: [I Came By, producer, Cleo Barnard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cleo Barnard
Context triple: [I Came By, producer, Cleo Barnard]
  • A. Cleo McDowell
    Cleo McDowell is a fast-food restaurant owner and the protective father of Lisa McDowell in the comedy film "Coming to America."
  • B. Cleo Hampton
    Cleo Hampton is the daughter of American actress Christina Ricci.
  • C. Claire Seymour
    Claire Seymour was the wife of American engineer Willis Carrier, the inventor widely credited with creating modern air conditioning.
  • D. Clare Mallory
    Clare Mallory is a child of the famed British mountaineer George Mallory, who disappeared during an attempt to summit Mount Everest in 1924.
  • E. Clea Hopkins
    Clea Hopkins is the central protagonist of the novel "Touch," around whom the story’s key events and character developments revolve.
  • 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: Cleo Barnard
Triple: [I Came By, producer, Cleo Barnard]
Generated description
Cleo Barnard is a British filmmaker and screenwriter known for her socially conscious, visually distinctive films such as "The Arbor" and "The Selfish Giant."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cleo Barnard
Target entity description: Cleo Barnard is a British filmmaker and screenwriter known for her socially conscious, visually distinctive films such as "The Arbor" and "The Selfish Giant."
  • A. Cleo McDowell
    Cleo McDowell is a fast-food restaurant owner and the protective father of Lisa McDowell in the comedy film "Coming to America."
  • B. Cleo Hampton
    Cleo Hampton is the daughter of American actress Christina Ricci.
  • C. Claire Seymour
    Claire Seymour was the wife of American engineer Willis Carrier, the inventor widely credited with creating modern air conditioning.
  • D. Clare Mallory
    Clare Mallory is a child of the famed British mountaineer George Mallory, who disappeared during an attempt to summit Mount Everest in 1924.
  • E. Clea Hopkins
    Clea Hopkins is the central protagonist of the novel "Touch," around whom the story’s key events and character developments revolve.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94db465c48190bcfaf22f25ef8947 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5b5c138819098326891f86eab48 completed May 3, 2026, 7:13 a.m.
NEDg Description generation batch_69f6f80b420c8190b5028be4fa99fb59 completed May 3, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6f89072a88190b3182f581b1b6762 completed May 3, 2026, 7:26 a.m.
Created at: April 8, 2026, 9:56 p.m.