Triple

T11171003
Position Surface form Disambiguated ID Type / Status
Subject Frozen River E264272 entity
Predicate producer P490 FINISHED
Object Chip Hourihan
Chip Hourihan is an American film producer best known for his work on the acclaimed independent drama "Frozen River."
 E913828 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: Chip Hourihan | Statement: [Frozen River, producer, Chip Hourihan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chip Hourihan
Context triple: [Frozen River, producer, Chip Hourihan]
  • A. Ed Burke
    Ed Burke is a filmmaker best known for co-directing the intimate 2013 HBO documentary about Beyoncé’s life and career, "Life Is But a Dream."
  • B. Ed Burke
    Ed Burke is a music producer best known for his work on Beyoncé’s concert film and live album "Homecoming."
  • C. Michael Duggan
    Michael Duggan is a television producer and writer known for his work on several American crime and drama series.
  • D. Brian Lynch
    Brian Lynch is a Grammy-winning American jazz trumpeter and composer known for his work in Latin jazz and collaborations with artists such as Art Blakey and Eddie Palmieri.
  • E. Brian Lynch
    Brian Lynch is an American screenwriter and comic book writer best known for his work on animated films such as "The Secret Life of Pets" and the "Despicable Me" franchise.
  • 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: Chip Hourihan
Triple: [Frozen River, producer, Chip Hourihan]
Generated description
Chip Hourihan is an American film producer best known for his work on the acclaimed independent drama "Frozen River."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chip Hourihan
Target entity description: Chip Hourihan is an American film producer best known for his work on the acclaimed independent drama "Frozen River."
  • A. Ed Burke
    Ed Burke is a filmmaker best known for co-directing the intimate 2013 HBO documentary about Beyoncé’s life and career, "Life Is But a Dream."
  • B. Ed Burke
    Ed Burke is a music producer best known for his work on Beyoncé’s concert film and live album "Homecoming."
  • C. Michael Duggan
    Michael Duggan is a television producer and writer known for his work on several American crime and drama series.
  • D. Brian Lynch
    Brian Lynch is a Grammy-winning American jazz trumpeter and composer known for his work in Latin jazz and collaborations with artists such as Art Blakey and Eddie Palmieri.
  • E. Brian Lynch
    Brian Lynch is an American screenwriter and comic book writer best known for his work on animated films such as "The Secret Life of Pets" and the "Despicable Me" franchise.
  • 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e89660208190b1d9e91529f5d246 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cc0f84008190b5306323aff4a300 completed April 19, 2026, 12:35 p.m.
NEDg Description generation batch_69e4d9e87508819080932fac06fb754d completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4dda28b0081909245b65faae3533b completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:29 p.m.