Triple
T16444193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanford University professor |
E399382
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | Stanford Doerr School of Sustainability |
E16238
|
NE FINISHED |
How this triple was built (2 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 Doerr School of Sustainability | Statement: [Stanford University professor, affiliation, Stanford Doerr School of Sustainability]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanford Doerr School of Sustainability Context triple: [Stanford University professor, affiliation, Stanford Doerr School of Sustainability]
-
A.
Doerr School of Sustainability
chosen
The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
-
B.
Stanford Woods Institute for the Environment
Stanford Woods Institute for the Environment is an interdisciplinary Stanford University research center focused on developing practical, science-based solutions to major environmental and sustainability challenges.
-
C.
Nicholas School of the Environment
The Nicholas School of the Environment is Duke University’s graduate and professional school dedicated to environmental science, policy, and management education and research.
-
D.
School of Sustainability
The School of Sustainability is an academic unit focused on environmental and sustainability studies within the Herzliya Interdisciplinary Center in Israel.
-
E.
Bren School of Environmental Science & Management at UC Santa Barbara
The Bren School of Environmental Science & Management at UC Santa Barbara is a graduate professional school renowned for its interdisciplinary training and research in environmental science, policy, and management.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32cd9d474819091b4a80de1019c54 |
completed | April 18, 2026, 7:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0045922d748190bb3200c96f244149 |
completed | May 10, 2026, 8:45 a.m. |
Created at: April 10, 2026, 5:10 a.m.