Triple

T14413965
Position Surface form Disambiguated ID Type / Status
Subject The Changeling E357400 entity
Predicate screenwriter P2831 FINISHED
Object Diana Maddox
Diana Maddox was a screenwriter best known for co-writing the script of the 1980 supernatural horror film "The Changeling."
 E1097707 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: Diana Maddox | Statement: [The Changeling, screenwriter, Diana Maddox]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Diana Maddox
Context triple: [The Changeling, screenwriter, Diana Maddox]
  • A. Brenda Maddox
    Brenda Maddox was an American-born British biographer and journalist renowned for her insightful literary and historical biographies, including a notable life of Nora Barnacle, James Joyce’s wife.
  • B. Diana Woodward
    Diana Woodward is a daughter of renowned American investigative journalist Bob Woodward.
  • C. Mary Louise Miller
    Mary Louise Miller was an actress who appeared in early American silent cinema, including the 1926 film "Sparrows."
  • D. Nancy J. Brown
    Nancy J. Brown is a prominent American physician-scientist and academic leader known for her contributions to internal medicine and medical education, including serving in senior leadership roles at major institutions such as Yale.
  • E. Susan Cheever
    Susan Cheever is an American writer and memoirist known for her works on family, addiction, and her father, novelist John Cheever.
  • 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: Diana Maddox
Triple: [The Changeling, screenwriter, Diana Maddox]
Generated description
Diana Maddox was a screenwriter best known for co-writing the script of the 1980 supernatural horror film "The Changeling."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Diana Maddox
Target entity description: Diana Maddox was a screenwriter best known for co-writing the script of the 1980 supernatural horror film "The Changeling."
  • A. Brenda Maddox
    Brenda Maddox was an American-born British biographer and journalist renowned for her insightful literary and historical biographies, including a notable life of Nora Barnacle, James Joyce’s wife.
  • B. Diana Woodward
    Diana Woodward is a daughter of renowned American investigative journalist Bob Woodward.
  • C. Mary Louise Miller
    Mary Louise Miller was an actress who appeared in early American silent cinema, including the 1926 film "Sparrows."
  • D. Nancy J. Brown
    Nancy J. Brown is a prominent American physician-scientist and academic leader known for her contributions to internal medicine and medical education, including serving in senior leadership roles at major institutions such as Yale.
  • E. Susan Cheever
    Susan Cheever is an American writer and memoirist known for her works on family, addiction, and her father, novelist John Cheever.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cb3c708190822f5506ebf7ee9d completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd552858208190ba1550e7c1176a2a completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671e4688190ab1b7a7ed6c0cfb8 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 10, 2026, 1:17 a.m.