Triple
T10928889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tatoosh Island |
E258145
|
entity |
| Predicate | hasNotableResearcherAssociated |
P21690
|
FINISHED |
| Object |
Robert T. Paine
Robert T. Paine was an American ecologist best known for pioneering the concept of keystone species and demonstrating the profound impact of top predators on ecosystem structure.
|
E893609
|
NE FINISHED |
How this triple was built (5 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: Robert T. Paine | Statement: [Tatoosh Island, hasNotableResearcherAssociated, Robert T. Paine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert T. Paine Context triple: [Tatoosh Island, hasNotableResearcherAssociated, Robert T. Paine]
-
A.
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.
-
B.
G. Evelyn Hutchinson
G. Evelyn Hutchinson was a pioneering 20th-century ecologist often called the "father of modern ecology" for his influential work on ecological niches, limnology, and the theoretical foundations of population and community ecology.
-
C.
Stephen Hubbell
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.
-
D.
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.
-
E.
Victor E. Shelford
Victor E. Shelford was an American ecologist and pioneer in animal ecology who helped establish ecology as a scientific discipline in the United States.
- 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: Robert T. Paine Triple: [Tatoosh Island, hasNotableResearcherAssociated, Robert T. Paine]
Generated description
Robert T. Paine was an American ecologist best known for pioneering the concept of keystone species and demonstrating the profound impact of top predators on ecosystem structure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert T. Paine Target entity description: Robert T. Paine was an American ecologist best known for pioneering the concept of keystone species and demonstrating the profound impact of top predators on ecosystem structure.
-
A.
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.
-
B.
G. Evelyn Hutchinson
G. Evelyn Hutchinson was a pioneering 20th-century ecologist often called the "father of modern ecology" for his influential work on ecological niches, limnology, and the theoretical foundations of population and community ecology.
-
C.
Stephen Hubbell
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.
-
D.
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.
-
E.
Victor E. Shelford
Victor E. Shelford was an American ecologist and pioneer in animal ecology who helped establish ecology as a scientific discipline in the United States.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNotableResearcherAssociated Context triple: [Tatoosh Island, hasNotableResearcherAssociated, Robert T. Paine]
-
A.
hasNotableResearchOutput
Indicates that an entity is associated with significant, recognized, or influential research results or publications.
-
B.
hasResearcher
Indicates that an entity is associated with or linked to a specific researcher responsible for work, study, or investigation related to it.
-
C.
hasNotableScholar
chosen
Indicates that an entity is associated with a scholar who is recognized as particularly distinguished or influential in relation to that entity.
-
D.
hasKeyResearcher
Indicates that an entity is associated with a primary or leading researcher responsible for key research activities related to it.
-
E.
researchUser
Indicates that an entity conducts research on, studies, or investigates a particular user.
- F. None of above.
Provenance (6 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7709eb0ec819093f7d3f99097bbe4 |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e217475344819088b44b6efb2df1c8 |
completed | April 17, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69e21d8aea2881908ac8f5225b8739c5 |
completed | April 17, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e21eb18a1881908ded331db89063ed |
completed | April 17, 2026, 11:51 a.m. |
| PD | Predicate disambiguation | batch_69d72e799f808190b6ab64fc7586a303 |
completed | April 9, 2026, 4:43 a.m. |
Created at: April 8, 2026, 9:22 p.m.