Triple
T19290620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ecological economics |
E482428
|
entity |
| Predicate | hasAcademicJournal |
P116621
|
FINISHED |
| Object | Ecological Economics |
—
|
NE NERFINISHED |
How this triple was built (3 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: Ecological Economics | Statement: [ecological economics, hasAcademicJournal, Ecological Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ecological Economics Context triple: [ecological economics, hasAcademicJournal, Ecological Economics]
-
A.
ecological economics
chosen
Ecological economics is an interdisciplinary field that integrates ecological and economic principles to study sustainability, resource use, and the limits of economic growth within Earth's environmental constraints.
-
B.
Ecological Economics: Principles and Applications
Ecological Economics: Principles and Applications is a foundational textbook that introduces the theory and practice of ecological economics, emphasizing the integration of ecological limits with economic analysis and policy.
-
C.
environmental economics
Environmental economics is a field of economics that studies how economic activities affect the environment and designs policies and incentives to address environmental problems and manage natural resources efficiently.
-
D.
The Political Economy of the Environment
The Political Economy of the Environment is a scholarly work that analyzes how economic and political power structures shape environmental policy, resource distribution, and ecological outcomes.
-
E.
Economics, the Environment and Our Common Wealth
"Economics, the Environment and Our Common Wealth" is a book by economist James K. Boyce that explores how economic policy can be designed to protect the environment while promoting social justice and shared prosperity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAcademicJournal Context triple: [ecological economics, hasAcademicJournal, Ecological Economics]
-
A.
isAcademicJournal
Indicates that the entity functions as an academic journal, i.e., a periodical publication that disseminates scholarly research.
-
B.
hasTheoreticalJournal
Indicates that an entity is associated with or possesses a theoretical journal, typically as a publication, resource, or reference.
-
C.
isAcademicJournalPublishedByUniversity
Indicates that an academic journal is published by a university as its responsible issuing institution.
-
D.
isAcademicPublicationOf
Indicates that one entity is an academic publication (e.g., paper, article, or report) that has been produced by or is associated with another entity.
-
E.
isAcademicJournalInField
chosen
Indicates that an academic journal primarily publishes content within a specified academic field or discipline.
- F. None of above.
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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fc05c9dc8190846b279f82ae0fa3 |
completed | April 20, 2026, 10:12 a.m. |
| PD | Predicate disambiguation | batch_69e4dd0bc7508190a6f9d56bd4c3404f |
completed | April 19, 2026, 1:47 p.m. |
Created at: April 10, 2026, 1:30 p.m.