Triple
T10111232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Gustave Speth |
E218243
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Yale School of Forestry and Environmental Studies |
E113335
|
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: Yale School of Forestry and Environmental Studies | Statement: [James Gustave Speth, employer, Yale School of Forestry and Environmental Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yale School of Forestry and Environmental Studies Context triple: [James Gustave Speth, employer, Yale School of Forestry and Environmental Studies]
-
A.
Yale School of the Environment
chosen
Yale School of the Environment is a graduate professional school at Yale University specializing in environmental science, policy, and management education and research.
-
B.
SUNY College of Environmental Science and Forestry
SUNY College of Environmental Science and Forestry is a specialized public institution in New York focused on environmental science, natural resources, and related disciplines.
-
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.
Rubenstein School of Environment and Natural Resources
The Rubenstein School of Environment and Natural Resources is the University of Vermont’s specialized academic unit focused on environmental science, natural resources, and sustainability education and research.
-
E.
Harvard University Center for the Environment
The Harvard University Center for the Environment is an interdisciplinary hub at Harvard that supports research, education, and collaboration on environmental and sustainability issues.
- 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_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. |
Created at: March 30, 2026, 9:03 p.m.