Triple
T4177710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Conservation International |
E86516
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Ecology and Environment, Inc.
Ecology and Environment, Inc. is an environmental consulting and engineering firm known for providing ecological, regulatory, and sustainability services to support conservation and environmentally responsible development projects worldwide.
|
E419396
|
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: Ecology and Environment, Inc. | Statement: [Conservation International, founder, Ecology and Environment, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ecology and Environment, Inc. Context triple: [Conservation International, founder, Ecology and Environment, Inc.]
-
A.
Environmental Tectonics Corporation
Environmental Tectonics Corporation is a technology company specializing in simulation, training, and environmental control systems, particularly for aerospace, defense, and medical applications.
-
B.
ECO Science Foundation
The ECO Science Foundation is a specialized regional body that promotes scientific research, cooperation, and capacity-building among the member states of the Economic Cooperation Organization.
-
C.
Environmental Facilities Corporation
The Environmental Facilities Corporation is a New York State public authority that provides financial and technical assistance for water, sewer, and other environmental infrastructure projects.
-
D.
Bureau of Environmental Services
The Bureau of Environmental Services is the City of Portland’s public agency responsible for managing wastewater and stormwater infrastructure and protecting local water quality and environmental health.
-
E.
Environmental Sciences Research Institute
The Environmental Sciences Research Institute is a specialized research center at Shahid Beheshti University focused on advancing scientific understanding and solutions related to environmental issues.
- 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: Ecology and Environment, Inc. Triple: [Conservation International, founder, Ecology and Environment, Inc.]
Generated description
Ecology and Environment, Inc. is an environmental consulting and engineering firm known for providing ecological, regulatory, and sustainability services to support conservation and environmentally responsible development projects worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ecology and Environment, Inc. Target entity description: Ecology and Environment, Inc. is an environmental consulting and engineering firm known for providing ecological, regulatory, and sustainability services to support conservation and environmentally responsible development projects worldwide.
-
A.
Environmental Tectonics Corporation
Environmental Tectonics Corporation is a technology company specializing in simulation, training, and environmental control systems, particularly for aerospace, defense, and medical applications.
-
B.
ECO Science Foundation
The ECO Science Foundation is a specialized regional body that promotes scientific research, cooperation, and capacity-building among the member states of the Economic Cooperation Organization.
-
C.
Environmental Facilities Corporation
The Environmental Facilities Corporation is a New York State public authority that provides financial and technical assistance for water, sewer, and other environmental infrastructure projects.
-
D.
Bureau of Environmental Services
The Bureau of Environmental Services is the City of Portland’s public agency responsible for managing wastewater and stormwater infrastructure and protecting local water quality and environmental health.
-
E.
Environmental Sciences Research Institute
The Environmental Sciences Research Institute is a specialized research center at Shahid Beheshti University focused on advancing scientific understanding and solutions related to environmental issues.
- 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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ec20fc8190b6f30576337e0ddc |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589f2d7988190b59f0f119f66c046 |
completed | March 14, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69b58b22a1d88190a16e1c1e41291f5a |
completed | March 14, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58b8bfb288190a097942b5b8c366e |
completed | March 14, 2026, 4:23 p.m. |
Created at: March 9, 2026, 3:45 p.m.