Triple
T21326762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | António Emílio Leite Couto |
E525777
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | environmental consultancy Impacto |
—
|
NE NERFINISHED |
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: environmental consultancy Impacto | Statement: [António Emílio Leite Couto, employer, environmental consultancy Impacto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: environmental consultancy Impacto Context triple: [António Emílio Leite Couto, employer, environmental consultancy Impacto]
-
A.
Impacto (environmental consultancy)
chosen
Impacto is a Mozambican environmental consultancy firm known for conducting environmental impact assessments and advisory work on development projects.
-
B.
Environmental Benefits Index
The Environmental Benefits Index is a scoring system used to rank and prioritize land for conservation enrollment based on its projected environmental benefits, such as wildlife habitat, water quality, and soil erosion reduction.
-
C.
Eje Ambiental
Eje Ambiental is an urban pedestrian and transport corridor in central Bogotá that integrates green spaces, public transit, and cultural landmarks as part of the city’s historic core.
-
D.
Environmental Impact of Human Activities (EIHA)
Environmental Impact of Human Activities (EIHA) is a specialist working group under the OSPAR Commission that assesses and advises on how human activities affect the marine environment of the North-East Atlantic.
-
E.
Environmental Impact Screening Committee
The Environmental Impact Screening Committee is a co-management body responsible for reviewing and screening proposed developments in the Inuvialuit Settlement Region to assess and mitigate their potential environmental and social impacts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b51b90788190a4dd823d962626da |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7ab4a796081908148ec9106362d3d |
completed | April 21, 2026, 4:52 p.m. |
Created at: April 16, 2026, 4:41 p.m.