Triple

T4260958
Position Surface form Disambiguated ID Type / Status
Subject Stanford Digital Repository E96101 entity
Predicate hasUserGroup P1846 FINISHED
Object Stanford staff
Stanford staff are employees of Stanford University who support its academic, research, administrative, and operational functions across campus.
E425719 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: Stanford staff | Statement: [Stanford Digital Repository, hasUserGroup, Stanford staff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanford staff
Context triple: [Stanford Digital Repository, hasUserGroup, Stanford staff]
  • A. Stanford University Board of Trustees
    The Stanford University Board of Trustees is the university’s primary governing body, responsible for overseeing its strategic direction, finances, and long-term institutional policies.
  • B. Stanford University Faculty Senate
    The Stanford University Faculty Senate is the primary representative body of Stanford’s academic staff, responsible for shaping university-wide policies on curriculum, governance, and academic standards.
  • C. Stanford University administration
    Stanford University administration is the central leadership and management body responsible for overseeing the university’s academic, financial, and operational policies and governance.
  • D. Stanford University professors
    Stanford University professors are distinguished scholars and educators across diverse disciplines who teach, conduct research, and contribute to the academic leadership of Stanford University.
  • E. Office of the Provost of Stanford University
    The Office of the Provost of Stanford University is the chief academic and budgetary authority of the university, overseeing schools, academic programs, and research initiatives to ensure their alignment with Stanford’s educational mission.
  • 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: Stanford staff
Triple: [Stanford Digital Repository, hasUserGroup, Stanford staff]
Generated description
Stanford staff are employees of Stanford University who support its academic, research, administrative, and operational functions across campus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanford staff
Target entity description: Stanford staff are employees of Stanford University who support its academic, research, administrative, and operational functions across campus.
  • A. Stanford University Board of Trustees
    The Stanford University Board of Trustees is the university’s primary governing body, responsible for overseeing its strategic direction, finances, and long-term institutional policies.
  • B. Stanford University Faculty Senate
    The Stanford University Faculty Senate is the primary representative body of Stanford’s academic staff, responsible for shaping university-wide policies on curriculum, governance, and academic standards.
  • C. Stanford University administration
    Stanford University administration is the central leadership and management body responsible for overseeing the university’s academic, financial, and operational policies and governance.
  • D. Stanford University professors
    Stanford University professors are distinguished scholars and educators across diverse disciplines who teach, conduct research, and contribute to the academic leadership of Stanford University.
  • E. Office of the Provost of Stanford University
    The Office of the Provost of Stanford University is the chief academic and budgetary authority of the university, overseeing schools, academic programs, and research initiatives to ensure their alignment with Stanford’s educational mission.
  • 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_69b3454095ac81909c2494f7ff294af1 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34f8103b48190934a810faafa6cb7 completed March 12, 2026, 11:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b78c93c48190a4274f0de3fc2d25 completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5b85f31d481908f85ea08b9af5b52 completed March 14, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8d0fc1c8190908724ea4f7c3d17 completed March 14, 2026, 7:36 p.m.
Created at: March 12, 2026, 11:06 p.m.