Triple
T5032351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yale School of the Environment |
E113335
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object | Master of Forestry |
E227906
|
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: Master of Forestry | Statement: [Yale School of the Environment, offersProgram, Master of Forestry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Master of Forestry Context triple: [Yale School of the Environment, offersProgram, Master of Forestry]
-
A.
Master of Forestry
chosen
The Master of Forestry is a professional graduate degree focused on the science, management, and policy of forest ecosystems and natural resources.
-
B.
Faculty of Forestry
The Faculty of Forestry at the University of British Columbia is a leading academic unit specializing in forest sciences, conservation, and sustainable natural resource management.
-
C.
Faculty of Forestry
The Faculty of Forestry is an academic unit of Istanbul University specializing in education and research on forests, natural resources, and environmental management.
-
D.
Warnell School of Forestry and Natural Resources
The Warnell School of Forestry and Natural Resources is a specialized academic unit focused on forestry, wildlife, and natural resource management education and research.
-
E.
College of Forest Resources
The College of Forest Resources is an academic unit at Mississippi State University specializing in forestry, wildlife, natural resources, and environmental sciences education and research.
- 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_69bd443775e48190a646ffbfc4334723 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73b4d1708190aa1fa63104555f8a |
completed | March 20, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c6df1b88190ad61c87a28312957 |
completed | March 21, 2026, 1:26 p.m. |
Created at: March 20, 2026, 1:36 p.m.