Triple

T19515233
Position Surface form Disambiguated ID Type / Status
Subject McGraw family E488260 entity
Predicate hasNotableMember P304 FINISHED
Object Harold McGraw III
Harold McGraw III is an American business executive best known for serving as chairman and CEO of McGraw-Hill Companies, a major global publishing and financial information firm.
 E1381759 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: Harold McGraw III | Statement: [McGraw family, hasNotableMember, Harold McGraw III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Harold McGraw III
Context triple: [McGraw family, hasNotableMember, Harold McGraw III]
  • A. Harold McGraw Jr.
    Harold McGraw Jr. was an American publishing executive who led McGraw-Hill and helped expand it into a major global educational and financial information company.
  • B. Harold McBrayer
    Harold McBrayer is a fictional mob-connected figure and rising criminal player in 1960s Newark, prominently portrayed in the crime drama film "The Many Saints of Newark."
  • C. Harold Shannon
    Harold Shannon was a Canadian sports executive known for being one of the owners involved with the Toronto Huskies professional basketball team in the 1940s.
  • D. Harold Sylvester
    Harold Sylvester is an American actor best known for his roles in film and television, including a recurring part on the sitcom "Married... with Children."
  • E. Harold Erickson
    Harold Erickson is an alias used by Harold Finch, the reclusive billionaire computer genius from the television series "Person of Interest."
  • 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: Harold McGraw III
Triple: [McGraw family, hasNotableMember, Harold McGraw III]
Generated description
Harold McGraw III is an American business executive best known for serving as chairman and CEO of McGraw-Hill Companies, a major global publishing and financial information firm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Harold McGraw III
Target entity description: Harold McGraw III is an American business executive best known for serving as chairman and CEO of McGraw-Hill Companies, a major global publishing and financial information firm.
  • A. Harold McGraw Jr.
    Harold McGraw Jr. was an American publishing executive who led McGraw-Hill and helped expand it into a major global educational and financial information company.
  • B. Harold McBrayer
    Harold McBrayer is a fictional mob-connected figure and rising criminal player in 1960s Newark, prominently portrayed in the crime drama film "The Many Saints of Newark."
  • C. Harold Shannon
    Harold Shannon was a Canadian sports executive known for being one of the owners involved with the Toronto Huskies professional basketball team in the 1940s.
  • D. Harold Sylvester
    Harold Sylvester is an American actor best known for his roles in film and television, including a recurring part on the sitcom "Married... with Children."
  • E. Harold Erickson
    Harold Erickson is an alias used by Harold Finch, the reclusive billionaire computer genius from the television series "Person of Interest."
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359b90f08190b38359dc9e97e11c completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e72d1548190b581c17912078ec0 completed May 15, 2026, 4:48 p.m.
NEDg Description generation batch_6a074f4f3c008190b6483a994b2309cd completed May 15, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_6a075019f0b48190ae2469b1979e6cce completed May 15, 2026, 4:55 p.m.
Created at: April 10, 2026, 1:40 p.m.