Triple

T11130430
Position Surface form Disambiguated ID Type / Status
Subject Donahoe Higher Education Act E263262 entity
Predicate namedAfter P63 FINISHED
Object Dorothy M. Donahoe
Dorothy M. Donahoe was a California legislator and education advocate best known for her pivotal role in shaping state higher education policy.
 E935145 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: Dorothy M. Donahoe | Statement: [Donahoe Higher Education Act, namedAfter, Dorothy M. Donahoe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dorothy M. Donahoe
Context triple: [Donahoe Higher Education Act, namedAfter, Dorothy M. Donahoe]
  • A. Dorothy M. Johnson
    Dorothy M. Johnson was an American Western author best known for her influential short stories that inspired classic films such as "The Man Who Shot Liberty Valance" and "A Man Called Horse."
  • B. Margaret C. Etter
    Margaret C. Etter was an influential American chemist and crystallographer known for pioneering work in hydrogen bonding and crystal engineering.
  • C. Kaye V. Dowling
    Kaye V. Dowling was the wife of American film, radio, and television actor Hugh Marlowe.
  • D. Patricia A. Carvell
    Patricia A. Carvell was the wife of legendary New York Yankees slugger Roger Maris, with whom she shared a long marriage and family life.
  • E. Dorothy C. Cressman
    Dorothy C. Cressman was the wife of American archaeologist and anthropologist Luther Cressman.
  • 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: Dorothy M. Donahoe
Triple: [Donahoe Higher Education Act, namedAfter, Dorothy M. Donahoe]
Generated description
Dorothy M. Donahoe was a California legislator and education advocate best known for her pivotal role in shaping state higher education policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dorothy M. Donahoe
Target entity description: Dorothy M. Donahoe was a California legislator and education advocate best known for her pivotal role in shaping state higher education policy.
  • A. Dorothy M. Johnson
    Dorothy M. Johnson was an American Western author best known for her influential short stories that inspired classic films such as "The Man Who Shot Liberty Valance" and "A Man Called Horse."
  • B. Margaret C. Etter
    Margaret C. Etter was an influential American chemist and crystallographer known for pioneering work in hydrogen bonding and crystal engineering.
  • C. Kaye V. Dowling
    Kaye V. Dowling was the wife of American film, radio, and television actor Hugh Marlowe.
  • D. Patricia A. Carvell
    Patricia A. Carvell was the wife of legendary New York Yankees slugger Roger Maris, with whom she shared a long marriage and family life.
  • E. Dorothy C. Cressman
    Dorothy C. Cressman was the wife of American archaeologist and anthropologist Luther Cressman.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e831f4808190afabdaa0e97bbe32 completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e712e6288481908071e248a50209e0 completed April 21, 2026, 6:02 a.m.
NEDg Description generation batch_69e720f4015c81909ba7973c3e781985 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e75a7a04c88190bb8f3dd3f3e435ef completed April 21, 2026, 11:07 a.m.
Created at: April 8, 2026, 9:28 p.m.