Triple

T14117992
Position Surface form Disambiguated ID Type / Status
Subject Fifth Third Bancorp E339822 entity
Predicate hasChairman P377 FINISHED
Object Marsha C. Williams
Marsha C. Williams is an American business executive known for her leadership roles in the financial services industry, including serving as chairman of Fifth Third Bancorp.
 E1123295 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: Marsha C. Williams | Statement: [Fifth Third Bancorp, hasChairman, Marsha C. Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marsha C. Williams
Context triple: [Fifth Third Bancorp, hasChairman, Marsha C. Williams]
  • A. Beverly Franklin
    Beverly Franklin is a person notable enough to be recognized as a significant bearer of the surname Franklin.
  • B. Lelia McWilliams
    Lelia McWilliams, better known as A'Lelia Walker, was an American businesswoman and patron of the arts who played a prominent role in Harlem's cultural life during the Harlem Renaissance.
  • C. Marilyn Taylor
    Marilyn Taylor was an American dancer and actress best known as the second wife of comedian and television star Jackie Gleason.
  • D. Shirley Murdock
    Shirley Murdock is an American R&B and gospel singer best known for her 1986 hit single "As We Lay" and her powerful, church-trained vocal style.
  • E. Theoni V. Aldredge
    Theoni V. Aldredge was an acclaimed Greek-American costume designer known for her lavish, period-accurate work in film, theatre, and television, earning multiple Tony and Academy Awards.
  • 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: Marsha C. Williams
Triple: [Fifth Third Bancorp, hasChairman, Marsha C. Williams]
Generated description
Marsha C. Williams is an American business executive known for her leadership roles in the financial services industry, including serving as chairman of Fifth Third Bancorp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marsha C. Williams
Target entity description: Marsha C. Williams is an American business executive known for her leadership roles in the financial services industry, including serving as chairman of Fifth Third Bancorp.
  • A. Beverly Franklin
    Beverly Franklin is a person notable enough to be recognized as a significant bearer of the surname Franklin.
  • B. Lelia McWilliams
    Lelia McWilliams, better known as A'Lelia Walker, was an American businesswoman and patron of the arts who played a prominent role in Harlem's cultural life during the Harlem Renaissance.
  • C. Marilyn Taylor
    Marilyn Taylor was an American dancer and actress best known as the second wife of comedian and television star Jackie Gleason.
  • D. Shirley Murdock
    Shirley Murdock is an American R&B and gospel singer best known for her 1986 hit single "As We Lay" and her powerful, church-trained vocal style.
  • E. Theoni V. Aldredge
    Theoni V. Aldredge was an acclaimed Greek-American costume designer known for her lavish, period-accurate work in film, theatre, and television, earning multiple Tony and Academy Awards.
  • 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_69d81c6a95b481909e39111e0c1f31ee completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de609322ac8190bb389ca250882af5 completed April 14, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64e47f1c8190a4ad09bc96d35b69 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe664fe96081908ca0923791bd212b completed May 8, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69fe66be64808190bab35f07d556d446 completed May 8, 2026, 10:42 p.m.
Created at: April 9, 2026, 10:22 p.m.