Triple
T2294124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laura Arrillaga-Andreessen |
E51570
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Stanford University faculty
Stanford University faculty is the collective body of academic staff who teach, conduct research, and provide scholarly leadership across Stanford University's schools and departments.
|
E88067
|
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 University faculty | Statement: [Laura Arrillaga-Andreessen, memberOf, Stanford University faculty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanford University faculty Context triple: [Laura Arrillaga-Andreessen, memberOf, Stanford University faculty]
-
A.
Yale University faculty
Yale University faculty are the scholars and instructors who teach, conduct research, and provide academic leadership across the university’s various schools and departments.
-
B.
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.
-
C.
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.
-
D.
UC Berkeley faculty
UC Berkeley faculty are the university’s academic staff who conduct research, teach courses, and contribute to the intellectual and institutional leadership of the campus.
-
E.
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.
- 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 University faculty Triple: [Laura Arrillaga-Andreessen, memberOf, Stanford University faculty]
Generated description
Stanford University faculty is the collective body of academic staff who teach, conduct research, and provide scholarly leadership across Stanford University's schools and departments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanford University faculty Target entity description: Stanford University faculty is the collective body of academic staff who teach, conduct research, and provide scholarly leadership across Stanford University's schools and departments.
-
A.
Yale University faculty
Yale University faculty are the scholars and instructors who teach, conduct research, and provide academic leadership across the university’s various schools and departments.
-
B.
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.
-
C.
Stanford University Faculty Senate
chosen
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.
-
D.
UC Berkeley faculty
UC Berkeley faculty are the university’s academic staff who conduct research, teach courses, and contribute to the intellectual and institutional leadership of the campus.
-
E.
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.
- F. None of above.
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_69a88b09c644819090b503456d96bf70 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5da667881909186adf23a2bd45b |
completed | March 7, 2026, 6:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f2654e4819090dea196cf38652e |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae7fd6e8608190b48f3a50ee62d664 |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae804b402c81909a5fc68c6ee3decb |
completed | March 9, 2026, 8:09 a.m. |
Created at: March 4, 2026, 7:49 p.m.