Triple

T21289366
Position Surface form Disambiguated ID Type / Status
Subject Susan Hayward E524744 entity
Predicate spouse P13 FINISHED
Object Floyd Eaton Chalkley
Floyd Eaton Chalkley was an American attorney best known as the husband of Academy Award–winning actress Susan Hayward.
 E1476292 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: Floyd Eaton Chalkley | Statement: [Susan Hayward, spouse, Floyd Eaton Chalkley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Floyd Eaton Chalkley
Context triple: [Susan Hayward, spouse, Floyd Eaton Chalkley]
  • A. Chester Adgate Congdon
    Chester Adgate Congdon was an American lawyer, mining magnate, and politician from Minnesota who amassed significant wealth from iron ore interests and commissioned Duluth’s landmark Glensheen mansion.
  • B. George Biddle Kelley
    George Biddle Kelley was an American engineer and educator best known as one of the seven co-founders of Alpha Phi Alpha, the first intercollegiate historically African American fraternity.
  • C. Lewis M. Rutherfurd
    Lewis M. Rutherfurd was a 19th-century American lawyer-turned-astronomer and pioneering astrophotographer known for his influential work in celestial photography and astronomical instrumentation.
  • D. George McLeod Winsor
    George McLeod Winsor was a British writer best known for his early 20th-century science fiction and adventure novels.
  • E. Charles D. Norton
    Charles D. Norton was an American figure notable for helping establish the American Cancer Society, a leading nonprofit organization dedicated to cancer research and patient support.
  • 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: Floyd Eaton Chalkley
Triple: [Susan Hayward, spouse, Floyd Eaton Chalkley]
Generated description
Floyd Eaton Chalkley was an American attorney best known as the husband of Academy Award–winning actress Susan Hayward.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Floyd Eaton Chalkley
Target entity description: Floyd Eaton Chalkley was an American attorney best known as the husband of Academy Award–winning actress Susan Hayward.
  • A. Chester Adgate Congdon
    Chester Adgate Congdon was an American lawyer, mining magnate, and politician from Minnesota who amassed significant wealth from iron ore interests and commissioned Duluth’s landmark Glensheen mansion.
  • B. George Biddle Kelley
    George Biddle Kelley was an American engineer and educator best known as one of the seven co-founders of Alpha Phi Alpha, the first intercollegiate historically African American fraternity.
  • C. Lewis M. Rutherfurd
    Lewis M. Rutherfurd was a 19th-century American lawyer-turned-astronomer and pioneering astrophotographer known for his influential work in celestial photography and astronomical instrumentation.
  • D. George McLeod Winsor
    George McLeod Winsor was a British writer best known for his early 20th-century science fiction and adventure novels.
  • E. Charles D. Norton
    Charles D. Norton was an American figure notable for helping establish the American Cancer Society, a leading nonprofit organization dedicated to cancer research and patient support.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d882408190a2300327cb73b7f6 completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09980c3fbc8190aefe065a0d6cd8b5 completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998a3326481908a4dfddfb7b2ecd9 completed May 17, 2026, 10:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09996c8d7c81908cc9874f6e1a3fff completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:03 p.m.