Triple

T21812147
Position Surface form Disambiguated ID Type / Status
Subject George MacDonald Fraser E538500 entity
Predicate spouse P13 FINISHED
Object Kathleen Hetherington
Kathleen Hetherington was the wife of Scottish author and screenwriter George MacDonald Fraser, known for supporting him throughout his literary career.
 E1501726 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: Kathleen Hetherington | Statement: [George MacDonald Fraser, spouse, Kathleen Hetherington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kathleen Hetherington
Context triple: [George MacDonald Fraser, spouse, Kathleen Hetherington]
  • A. Kathryn Bostic
    Kathryn Bostic is an American composer and pianist known for her evocative film and theater scores, particularly in independent cinema and stage productions.
  • B. Kathleen Snodgrass
    Kathleen Snodgrass is known as the spouse of Pulitzer Prize–winning American poet W. D. Snodgrass.
  • C. Diana Erwin
    Diana Erwin is a screenwriter best known for writing the 2010 horror film "Chain Letter."
  • D. Beth E. Richie
    Beth E. Richie is a Black feminist scholar and activist known for her work on gender violence, criminalization, and the intersections of race, class, and gender in the U.S. criminal legal system.
  • E. Margaret Grainer
    Margaret Grainer was the wife of Australian composer Ron Grainer, known for supporting him throughout his career in television and film music.
  • 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: Kathleen Hetherington
Triple: [George MacDonald Fraser, spouse, Kathleen Hetherington]
Generated description
Kathleen Hetherington was the wife of Scottish author and screenwriter George MacDonald Fraser, known for supporting him throughout his literary career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kathleen Hetherington
Target entity description: Kathleen Hetherington was the wife of Scottish author and screenwriter George MacDonald Fraser, known for supporting him throughout his literary career.
  • A. Kathryn Bostic
    Kathryn Bostic is an American composer and pianist known for her evocative film and theater scores, particularly in independent cinema and stage productions.
  • B. Kathleen Snodgrass
    Kathleen Snodgrass is known as the spouse of Pulitzer Prize–winning American poet W. D. Snodgrass.
  • C. Diana Erwin
    Diana Erwin is a screenwriter best known for writing the 2010 horror film "Chain Letter."
  • D. Beth E. Richie
    Beth E. Richie is a Black feminist scholar and activist known for her work on gender violence, criminalization, and the intersections of race, class, and gender in the U.S. criminal legal system.
  • E. Margaret Grainer
    Margaret Grainer was the wife of Australian composer Ron Grainer, known for supporting him throughout his career in television and film music.
  • 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_69e0c473f0f8819086c9d1b4a143bd67 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f07cc6cdf88190a31129acdc3bcec8 completed April 28, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e8ab4e0819088cba8246a57f512 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f21b83c81908353647d34b2d280 completed May 17, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3fcce3a48190ac13842ad0a9dfba completed May 17, 2026, 10:23 p.m.
Created at: April 16, 2026, 6:53 p.m.