Triple

T15388293
Position Surface form Disambiguated ID Type / Status
Subject Robison E367969 entity
Predicate hasNotableBearer P458 FINISHED
Object Daniel Robison (American academic administrator, born 1960s)
Daniel Robison is an American academic administrator and scholar known for serving in senior leadership roles at major U.S. universities, particularly in agricultural and natural resources disciplines.
E1154758 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: Daniel Robison (American academic administrator, born 1960s) | Statement: [Robison, hasNotableBearer, Daniel Robison (American academic administrator, born 1960s)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Robison (American academic administrator, born 1960s)
Context triple: [Robison, hasNotableBearer, Daniel Robison (American academic administrator, born 1960s)]
  • A. Ernest L. Boyer
    Ernest L. Boyer was a prominent American educator and public servant best known for his leadership of the Carnegie Foundation for the Advancement of Teaching and his influential work on redefining scholarship and improving higher education.
  • B. Lee Shulman
    Lee Shulman is an American educational psychologist best known for his work on pedagogical content knowledge and theories of teaching and teacher education.
  • C. Provost Richard Howard
    Provost Richard Howard was the Anglican clergyman and wartime provost of Coventry Cathedral who became known for his leadership and message of reconciliation following the 1940 bombing that destroyed the cathedral.
  • D. Richard C. Levin
    Richard C. Levin is an American economist and academic leader best known for serving as the long-time president of Yale University, where he oversaw major expansions in its global and scientific initiatives.
  • E. James E. Rogers
    James E. Rogers was an American businessman and philanthropist best known for his leadership in the cable television industry and his substantial charitable contributions to higher education.
  • 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: Daniel Robison (American academic administrator, born 1960s)
Triple: [Robison, hasNotableBearer, Daniel Robison (American academic administrator, born 1960s)]
Generated description
Daniel Robison is an American academic administrator and scholar known for serving in senior leadership roles at major U.S. universities, particularly in agricultural and natural resources disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Robison (American academic administrator, born 1960s)
Target entity description: Daniel Robison is an American academic administrator and scholar known for serving in senior leadership roles at major U.S. universities, particularly in agricultural and natural resources disciplines.
  • A. Ernest L. Boyer
    Ernest L. Boyer was a prominent American educator and public servant best known for his leadership of the Carnegie Foundation for the Advancement of Teaching and his influential work on redefining scholarship and improving higher education.
  • B. Lee Shulman
    Lee Shulman is an American educational psychologist best known for his work on pedagogical content knowledge and theories of teaching and teacher education.
  • C. Provost Richard Howard
    Provost Richard Howard was the Anglican clergyman and wartime provost of Coventry Cathedral who became known for his leadership and message of reconciliation following the 1940 bombing that destroyed the cathedral.
  • D. Richard C. Levin
    Richard C. Levin is an American economist and academic leader best known for serving as the long-time president of Yale University, where he oversaw major expansions in its global and scientific initiatives.
  • E. James E. Rogers
    James E. Rogers was an American businessman and philanthropist best known for his leadership in the cable television industry and his substantial charitable contributions to higher education.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e761b688190893a81246b735b76 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff134bf8b4819092d77c44d0207e3b completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff141b025c8190ac5ac9400ff36133 completed May 9, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69ff1519100c819083ee0342bf25d89e completed May 9, 2026, 11:06 a.m.
Created at: April 10, 2026, 3:19 a.m.