Triple
T4847719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unified Neutral Theory of Biodiversity and Biogeography |
E108332
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Stephen P. Hubbell |
E19755
|
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: Stephen P. Hubbell | Statement: [Unified Neutral Theory of Biodiversity and Biogeography, author, Stephen P. Hubbell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen P. Hubbell Context triple: [Unified Neutral Theory of Biodiversity and Biogeography, author, Stephen P. Hubbell]
-
A.
Stephen Hubbell
chosen
Stephen Hubbell is an American ecologist best known for developing the Unified Neutral Theory of Biodiversity and Biogeography, which offers a novel explanation for species diversity patterns in ecological communities.
-
B.
Eric R. Pianka
Eric R. Pianka is an American evolutionary ecologist and herpetologist renowned for his influential work on lizard ecology, biodiversity, and theoretical ecology.
-
C.
Robert H. MacArthur
Robert H. MacArthur was a pioneering American ecologist best known for his foundational work in community ecology and the theory of island biogeography.
-
D.
Edward J. Sparling
Edward J. Sparling was an American educator and university administrator best known as the founding president of Roosevelt University in Chicago, where he championed social justice and inclusive admissions policies.
-
E.
Daniel H. Janzen
Daniel H. Janzen is an American ecologist and evolutionary biologist renowned for his pioneering work in tropical ecology and biodiversity conservation, particularly in Costa Rica.
- 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_69bd4409b264819085ab855f3eb5381a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d1aefdc8190910b78615730f991 |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cdafb3481908594ae883c6e9872 |
completed | March 21, 2026, 8:54 a.m. |
Created at: March 20, 2026, 1:25 p.m.