Triple
T290924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ecological Society of America |
E5990
|
entity |
| Predicate | hasPublication |
P80
|
FINISHED |
| Object | Ecology |
E37319
|
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: Ecology | Statement: [Ecological Society of America, hasPublication, Ecology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ecology Context triple: [Ecological Society of America, hasPublication, Ecology]
-
A.
Ecology
chosen
Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
-
B.
behavioral ecology
Behavioral ecology is a branch of biology that studies how animal behavior is shaped by ecological pressures and evolutionary processes to maximize survival and reproductive success.
-
C.
The Behavior of Organisms
The Behavior of Organisms is B. F. Skinner’s foundational 1938 book that systematically outlines the principles of operant conditioning and experimental analysis of behavior.
-
D.
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.
-
E.
Ecological Society of America
The Ecological Society of America is a leading professional organization dedicated to advancing the science and practice of ecology through research, education, and policy engagement.
- 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_69a25946a7ac8190a78871c210213272 |
completed | Feb. 28, 2026, 2:56 a.m. |
| NER | Named-entity recognition | batch_69a25e4f78bc81909a64fd6aaec3b504 |
completed | Feb. 28, 2026, 3:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3a33be60481908016ef90c44498a7 |
completed | March 1, 2026, 2:23 a.m. |
Created at: Feb. 28, 2026, 3:02 a.m.