Triple
T1154809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Helmer MacArthur |
E23758
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Geographical Ecology
Geographical Ecology is a seminal work in ecology that explores large-scale patterns of species distribution, diversity, and extinction across geographic gradients.
|
E132459
|
NE FINISHED |
How this triple was built (4 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: Geographical Ecology | Statement: [Robert Helmer MacArthur, notableWork, Geographical Ecology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geographical Ecology Context triple: [Robert Helmer MacArthur, notableWork, Geographical Ecology]
-
A.
Ecology
Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
-
B.
Ecological Applications
Ecological Applications is a peer-reviewed scientific journal that publishes research on the practical application of ecological science to environmental management and policy.
-
C.
The Theory of Island Biogeography
The Theory of Island Biogeography is a foundational ecological work that explains how species richness on islands is shaped by the balance between immigration and extinction, profoundly influencing modern conservation biology and biogeography.
-
D.
Ecological Monographs
Ecological Monographs is a peer-reviewed scientific journal that publishes comprehensive, in-depth research articles on all aspects of ecology.
-
E.
Unified Neutral Theory of Biodiversity and Biogeography
Unified Neutral Theory of Biodiversity and Biogeography is an influential ecological theory proposing that biodiversity patterns and species abundances can be explained by assuming ecological equivalence among individuals regardless of species.
- 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: Geographical Ecology Triple: [Robert Helmer MacArthur, notableWork, Geographical Ecology]
Generated description
Geographical Ecology is a seminal work in ecology that explores large-scale patterns of species distribution, diversity, and extinction across geographic gradients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geographical Ecology Target entity description: Geographical Ecology is a seminal work in ecology that explores large-scale patterns of species distribution, diversity, and extinction across geographic gradients.
-
A.
Ecology
Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
-
B.
Ecological Applications
Ecological Applications is a peer-reviewed scientific journal that publishes research on the practical application of ecological science to environmental management and policy.
-
C.
The Theory of Island Biogeography
The Theory of Island Biogeography is a foundational ecological work that explains how species richness on islands is shaped by the balance between immigration and extinction, profoundly influencing modern conservation biology and biogeography.
-
D.
Ecological Monographs
Ecological Monographs is a peer-reviewed scientific journal that publishes comprehensive, in-depth research articles on all aspects of ecology.
-
E.
Unified Neutral Theory of Biodiversity and Biogeography
Unified Neutral Theory of Biodiversity and Biogeography is an influential ecological theory proposing that biodiversity patterns and species abundances can be explained by assuming ecological equivalence among individuals regardless of species.
- F. None of above. chosen
Provenance (5 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_69a493f0d32c8190ac74bad3c87f2641 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc8fbb548190865b1bf019f2bde4 |
completed | March 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5eb81790819087016b1620353417 |
completed | March 7, 2026, 5:22 p.m. |
| NEDg | Description generation | batch_69ac612fee3881908abba96acf1b60ef |
completed | March 7, 2026, 5:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac621c445081908bd3aa6f9c258caf |
completed | March 7, 2026, 5:36 p.m. |
Created at: March 1, 2026, 7:44 p.m.