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.