Triple
T773177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of San Francisco |
E16327
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
San Francisco Department of Technology
The San Francisco Department of Technology is the city and county’s central IT agency, responsible for managing and securing its technology infrastructure, digital services, and telecommunications systems.
|
E99955
|
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: San Francisco Department of Technology | Statement: [Government of San Francisco, hasAgency, San Francisco Department of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Francisco Department of Technology Context triple: [Government of San Francisco, hasAgency, San Francisco Department of Technology]
-
A.
San Francisco Department of Public Works
The San Francisco Department of Public Works is the city agency responsible for maintaining and improving San Francisco’s public infrastructure, including streets, sidewalks, public buildings, and related services.
-
B.
San Francisco Planning Department
The San Francisco Planning Department is the city agency responsible for guiding land use, urban design, and long-range planning to shape San Francisco’s physical development.
-
C.
San Francisco Office of Economic and Workforce Development
The San Francisco Office of Economic and Workforce Development is a city agency that promotes job creation, supports local businesses, and coordinates workforce development programs to strengthen San Francisco’s economy.
-
D.
San Francisco Department of the Environment
The San Francisco Department of the Environment is a city agency responsible for developing and implementing policies and programs to promote environmental sustainability, climate action, and resource conservation in San Francisco.
-
E.
Government of San Francisco
The Government of San Francisco is the consolidated city-county administration that manages local legislative, executive, and municipal services for San Francisco, California.
- 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: San Francisco Department of Technology Triple: [Government of San Francisco, hasAgency, San Francisco Department of Technology]
Generated description
The San Francisco Department of Technology is the city and county’s central IT agency, responsible for managing and securing its technology infrastructure, digital services, and telecommunications systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Francisco Department of Technology Target entity description: The San Francisco Department of Technology is the city and county’s central IT agency, responsible for managing and securing its technology infrastructure, digital services, and telecommunications systems.
-
A.
San Francisco Department of Public Works
The San Francisco Department of Public Works is the city agency responsible for maintaining and improving San Francisco’s public infrastructure, including streets, sidewalks, public buildings, and related services.
-
B.
San Francisco Planning Department
The San Francisco Planning Department is the city agency responsible for guiding land use, urban design, and long-range planning to shape San Francisco’s physical development.
-
C.
San Francisco Office of Economic and Workforce Development
The San Francisco Office of Economic and Workforce Development is a city agency that promotes job creation, supports local businesses, and coordinates workforce development programs to strengthen San Francisco’s economy.
-
D.
San Francisco Department of the Environment
The San Francisco Department of the Environment is a city agency responsible for developing and implementing policies and programs to promote environmental sustainability, climate action, and resource conservation in San Francisco.
-
E.
Government of San Francisco
The Government of San Francisco is the consolidated city-county administration that manages local legislative, executive, and municipal services for San Francisco, California.
- 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_69a49369a0848190af883934cee3db4c |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a72eda6c81908205ae5a1e05cc20 |
completed | March 1, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a792851cc481908d019836ff98d46d |
completed | March 4, 2026, 2:01 a.m. |
| NEDg | Description generation | batch_69a79329fc2c81908dbf0627686ef47e |
completed | March 4, 2026, 2:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a793b89e38819090fd80afbb0fee96 |
completed | March 4, 2026, 2:06 a.m. |
Created at: March 1, 2026, 7:37 p.m.