Triple

T4271797
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Public Utilities Commission E96956 entity
Predicate hasDivision P35 FINISHED
Object Environmental Management
Environmental Management is a division of the San Francisco Public Utilities Commission responsible for overseeing and promoting environmentally sustainable practices in the agency’s water, power, and wastewater operations.
E427244 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: Environmental Management | Statement: [San Francisco Public Utilities Commission, hasDivision, Environmental Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental Management
Context triple: [San Francisco Public Utilities Commission, hasDivision, Environmental Management]
  • A. Environmental Stewardship
    Environmental Stewardship was an agri-environment scheme in England that paid farmers and land managers to enhance biodiversity, protect natural resources, and improve the rural landscape through environmentally beneficial land management practices.
  • B. Environmental Impact Statements
    Environmental Impact Statements are comprehensive documents that analyze the potential environmental consequences of proposed federal actions or projects and explore alternatives and mitigation measures.
  • C. Community-Based Environmental Management
    Community-Based Environmental Management is an academic certificate program focused on engaging local communities in the planning, decision-making, and implementation of sustainable environmental practices and policies.
  • D. Environmental Science & Technology
    Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
  • E. Environmental Management Team
    The Environmental Management Team is a specialized unit within the UN Department of Peace Operations responsible for overseeing and improving the environmental performance and sustainability of peacekeeping missions.
  • 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: Environmental Management
Triple: [San Francisco Public Utilities Commission, hasDivision, Environmental Management]
Generated description
Environmental Management is a division of the San Francisco Public Utilities Commission responsible for overseeing and promoting environmentally sustainable practices in the agency’s water, power, and wastewater operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental Management
Target entity description: Environmental Management is a division of the San Francisco Public Utilities Commission responsible for overseeing and promoting environmentally sustainable practices in the agency’s water, power, and wastewater operations.
  • A. Environmental Stewardship
    Environmental Stewardship was an agri-environment scheme in England that paid farmers and land managers to enhance biodiversity, protect natural resources, and improve the rural landscape through environmentally beneficial land management practices.
  • B. Environmental Impact Statements
    Environmental Impact Statements are comprehensive documents that analyze the potential environmental consequences of proposed federal actions or projects and explore alternatives and mitigation measures.
  • C. Community-Based Environmental Management
    Community-Based Environmental Management is an academic certificate program focused on engaging local communities in the planning, decision-making, and implementation of sustainable environmental practices and policies.
  • D. Environmental Science & Technology
    Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
  • E. Environmental Management Team
    The Environmental Management Team is a specialized unit within the UN Department of Peace Operations responsible for overseeing and improving the environmental performance and sustainability of peacekeeping missions.
  • 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_69b34543f06c8190915ebb1a4574ffa9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34ffce3d8819083d2278547fa52c1 completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7a7fbe0819080076b8d8e4c3bbe completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5b84b58a081909618d0c108317f92 completed March 14, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8c3fb208190b091da57f7b1f704 completed March 14, 2026, 7:36 p.m.
Created at: March 12, 2026, 11:07 p.m.