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.