Triple

T2953535
Position Surface form Disambiguated ID Type / Status
Subject All That Heaven Allows E79876 entity
Predicate producedBy P490 FINISHED
Object Ross Hunter
Ross Hunter was a prominent American film producer best known for his lavish, emotionally charged Hollywood melodramas of the 1950s and 1960s.
 E315137 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: Ross Hunter | Statement: [All That Heaven Allows, producedBy, Ross Hunter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ross Hunter
Context triple: [All That Heaven Allows, producedBy, Ross Hunter]
  • A. John Gurney
    John Gurney was a prominent English Quaker banker and member of the influential Gurney family of Norwich.
  • B. Peter Hunter
    Peter Hunter was a British army officer and colonial administrator who served as a key governing figure in early Upper Canada at the turn of the 19th century.
  • C. John Bridger
    John Bridger is a veteran safecracker and mentor figure in the 2003 heist film "The Italian Job," known for planning intricate robberies and leading a close-knit crew.
  • D. Robert Kincaid
    Robert Kincaid is a solitary National Geographic photographer whose brief, intense love affair with an Iowa farm wife forms the emotional core of the romantic drama "The Bridges of Madison County."
  • E. David Hunt
    David Hunt is a common name shared by several notable individuals, including politicians, actors, and authors.
  • 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: Ross Hunter
Triple: [All That Heaven Allows, producedBy, Ross Hunter]
Generated description
Ross Hunter was a prominent American film producer best known for his lavish, emotionally charged Hollywood melodramas of the 1950s and 1960s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ross Hunter
Target entity description: Ross Hunter was a prominent American film producer best known for his lavish, emotionally charged Hollywood melodramas of the 1950s and 1960s.
  • A. John Gurney
    John Gurney was a prominent English Quaker banker and member of the influential Gurney family of Norwich.
  • B. Peter Hunter
    Peter Hunter was a British army officer and colonial administrator who served as a key governing figure in early Upper Canada at the turn of the 19th century.
  • C. John Bridger
    John Bridger is a veteran safecracker and mentor figure in the 2003 heist film "The Italian Job," known for planning intricate robberies and leading a close-knit crew.
  • D. Robert Kincaid
    Robert Kincaid is a solitary National Geographic photographer whose brief, intense love affair with an Iowa farm wife forms the emotional core of the romantic drama "The Bridges of Madison County."
  • E. David Hunt
    David Hunt is a common name shared by several notable individuals, including politicians, actors, and authors.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fe4b688190a0f68c4f80cd6f8f completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc82d1248190869beffffc0bf956 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd25e07c819088b2b1bcef4cf54e completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b100ecbee081908832ddec0efdc751 completed March 11, 2026, 5:43 a.m.
Created at: March 8, 2026, 2:57 p.m.