Triple

T3153880
Position Surface form Disambiguated ID Type / Status
Subject Steve Harvey E65938 entity
Predicate spouse P13 FINISHED
Object Mary Shackelford
Mary Shackelford is the second ex-wife of comedian and television host Steve Harvey, with whom she was married in the 1990s and early 2000s.
 E331411 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: Mary Shackelford | Statement: [Steve Harvey, spouse, Mary Shackelford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mary Shackelford
Context triple: [Steve Harvey, spouse, Mary Shackelford]
  • A. Rosalie Slaughter Morton
    Rosalie Slaughter Morton was an American physician and pioneering female surgeon known for her contributions to public health, medical education, and cancer advocacy.
  • B. Julia Floyd
    Julia Floyd was the wife of British statesman Sir Robert Peel, serving as a prominent Victorian-era political hostess and member of the English gentry.
  • C. Beatrice Warren
    Beatrice Warren was a physicist whose contributions to the field of diffraction physics were significant enough to have a prestigious scientific award named in her honor.
  • D. Bessie Gardner
    Bessie Gardner was the wife of American industrialist and philanthropist Alfred I. du Pont.
  • E. Nettie Moore
    Nettie Moore is a song by Bob Dylan from his 2006 album "Modern Times," noted for its haunting lyrics and blend of folk, blues, and Americana influences.
  • 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: Mary Shackelford
Triple: [Steve Harvey, spouse, Mary Shackelford]
Generated description
Mary Shackelford is the second ex-wife of comedian and television host Steve Harvey, with whom she was married in the 1990s and early 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mary Shackelford
Target entity description: Mary Shackelford is the second ex-wife of comedian and television host Steve Harvey, with whom she was married in the 1990s and early 2000s.
  • A. Rosalie Slaughter Morton
    Rosalie Slaughter Morton was an American physician and pioneering female surgeon known for her contributions to public health, medical education, and cancer advocacy.
  • B. Julia Floyd
    Julia Floyd was the wife of British statesman Sir Robert Peel, serving as a prominent Victorian-era political hostess and member of the English gentry.
  • C. Beatrice Warren
    Beatrice Warren was a physicist whose contributions to the field of diffraction physics were significant enough to have a prestigious scientific award named in her honor.
  • D. Bessie Gardner
    Bessie Gardner was the wife of American industrialist and philanthropist Alfred I. du Pont.
  • E. Nettie Moore
    Nettie Moore is a song by Bob Dylan from his 2006 album "Modern Times," noted for its haunting lyrics and blend of folk, blues, and Americana influences.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5c3d6d481908c296e9e09c07f6f completed March 8, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.