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.