Triple

T8270876
Position Surface form Disambiguated ID Type / Status
Subject Touched by an Angel E193423 entity
Predicate executiveProducer P7225 FINISHED
Object Martha Williamson
Martha Williamson is an American television producer and writer best known for developing and leading the hit inspirational drama series "Touched by an Angel."
 E758743 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: Martha Williamson | Statement: [Touched by an Angel, executiveProducer, Martha Williamson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martha Williamson
Context triple: [Touched by an Angel, executiveProducer, Martha Williamson]
  • A. Martha Hunt
    Martha Hunt is an American fashion model best known for her work with Victoria’s Secret, including serving as a Victoria’s Secret Angel.
  • B. Martha Dix
    Martha Dix was the wife and frequent model of German painter Otto Dix, known from many of his portraits and family scenes.
  • C. Martha Huggins
    Martha Huggins is an actress best known for her role in the classic film "The Ghost and Mrs. Muir."
  • D. Martha Thompson
    Martha Thompson was the wife of Confederate Lieutenant General John C. Pemberton, noted for his role in the American Civil War.
  • E. Martha West
    Martha West is an actress known for her role in the British television drama series "Creation."
  • 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: Martha Williamson
Triple: [Touched by an Angel, executiveProducer, Martha Williamson]
Generated description
Martha Williamson is an American television producer and writer best known for developing and leading the hit inspirational drama series "Touched by an Angel."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martha Williamson
Target entity description: Martha Williamson is an American television producer and writer best known for developing and leading the hit inspirational drama series "Touched by an Angel."
  • A. Martha Hunt
    Martha Hunt is an American fashion model best known for her work with Victoria’s Secret, including serving as a Victoria’s Secret Angel.
  • B. Martha Dix
    Martha Dix was the wife and frequent model of German painter Otto Dix, known from many of his portraits and family scenes.
  • C. Martha Huggins
    Martha Huggins is an actress best known for her role in the classic film "The Ghost and Mrs. Muir."
  • D. Martha Thompson
    Martha Thompson was the wife of Confederate Lieutenant General John C. Pemberton, noted for his role in the American Civil War.
  • E. Martha West
    Martha West is an actress known for her role in the British television drama series "Creation."
  • 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_69ca82e14ae481908ffdb822cd2192bc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7986f8cc8190a529dda980dd6e98 completed March 31, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf6e5358888190ad1b5771ca00a097 completed April 3, 2026, 7:37 a.m.
NEDg Description generation batch_69cf7041b6bc81909924d1382b756746 completed April 3, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69cf714f22c48190a192c6fc32debfd6 completed April 3, 2026, 7:50 a.m.
Created at: March 30, 2026, 5:50 p.m.