Triple

T10111231
Position Surface form Disambiguated ID Type / Status
Subject James Gustave Speth E218243 entity
Predicate positionHeld P8 FINISHED
Object Dean of the Yale School of Forestry and Environmental Studies
The Dean of the Yale School of Forestry and Environmental Studies is the chief academic and administrative leader of Yale University’s graduate school dedicated to forestry, environmental science, and environmental policy.
E842146 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: Dean of the Yale School of Forestry and Environmental Studies | Statement: [James Gustave Speth, positionHeld, Dean of the Yale School of Forestry and Environmental Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dean of the Yale School of Forestry and Environmental Studies
Context triple: [James Gustave Speth, positionHeld, Dean of the Yale School of Forestry and Environmental Studies]
  • A. Yale University Provost
    The Yale University Provost is the institution’s chief academic and budget officer, overseeing academic policies, resource allocation, and strategic planning across the university.
  • B. Dean of the Harvard Kennedy School
    The Dean of the Harvard Kennedy School is the chief academic and administrative leader of Harvard University's school of public policy and government, overseeing its educational programs, research, and strategic direction.
  • C. Dean of Yale College
    The Dean of Yale College is the chief academic and administrative officer for Yale’s undergraduate program, overseeing student life, curriculum, and the residential college system.
  • D. President of Yale University
    The President of Yale University is the chief executive officer and academic leader of the university, responsible for guiding its strategic direction, administration, and institutional priorities.
  • E. Director of the United States National Arboretum
    The Director of the United States National Arboretum is the chief executive responsible for overseeing the arboretum’s scientific research, plant collections, public programs, and overall strategic direction.
  • 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: Dean of the Yale School of Forestry and Environmental Studies
Triple: [James Gustave Speth, positionHeld, Dean of the Yale School of Forestry and Environmental Studies]
Generated description
The Dean of the Yale School of Forestry and Environmental Studies is the chief academic and administrative leader of Yale University’s graduate school dedicated to forestry, environmental science, and environmental policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dean of the Yale School of Forestry and Environmental Studies
Target entity description: The Dean of the Yale School of Forestry and Environmental Studies is the chief academic and administrative leader of Yale University’s graduate school dedicated to forestry, environmental science, and environmental policy.
  • A. Yale University Provost
    The Yale University Provost is the institution’s chief academic and budget officer, overseeing academic policies, resource allocation, and strategic planning across the university.
  • B. Dean of the Harvard Kennedy School
    The Dean of the Harvard Kennedy School is the chief academic and administrative leader of Harvard University's school of public policy and government, overseeing its educational programs, research, and strategic direction.
  • C. Dean of Yale College
    The Dean of Yale College is the chief academic and administrative officer for Yale’s undergraduate program, overseeing student life, curriculum, and the residential college system.
  • D. President of Yale University
    The President of Yale University is the chief executive officer and academic leader of the university, responsible for guiding its strategic direction, administration, and institutional priorities.
  • E. Director of the United States National Arboretum
    The Director of the United States National Arboretum is the chief executive responsible for overseeing the arboretum’s scientific research, plant collections, public programs, and overall strategic direction.
  • 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_69ca83da93fc8190b54e44bc2b34857c completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd0cf39908190bba679ace095eefc completed April 2, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc1805d08190bc39aadf1e84a569 completed April 5, 2026, 8:54 p.m.
NEDg Description generation batch_69d2cd8f0a688190a437b7e2d158c70c completed April 5, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce422e4c8190b54b94cdfa0c4c98 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:03 p.m.