Triple
T6913587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taoyuan City Government |
E159993
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Department of Social Welfare of Taoyuan City Government
The Department of Social Welfare of Taoyuan City Government is the municipal agency responsible for planning and delivering social assistance, welfare services, and community support programs to residents of Taoyuan City in Taiwan.
|
E159993
|
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: Department of Social Welfare of Taoyuan City Government | Statement: [Taoyuan City Government, hasSubdivision, Department of Social Welfare of Taoyuan City Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Social Welfare of Taoyuan City Government Context triple: [Taoyuan City Government, hasSubdivision, Department of Social Welfare of Taoyuan City Government]
-
A.
Taoyuan City Government
Taoyuan City Government is the local administrative authority responsible for governing Taoyuan City, a major municipality in northwestern Taiwan.
-
B.
Taipei City Government
The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
-
C.
New Taipei City Government
New Taipei City Government is the municipal authority responsible for administering and providing public services for New Taipei City, Taiwan’s most populous municipality.
-
D.
Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
-
E.
Taitung County Government
Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
- 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: Department of Social Welfare of Taoyuan City Government Triple: [Taoyuan City Government, hasSubdivision, Department of Social Welfare of Taoyuan City Government]
Generated description
The Department of Social Welfare of Taoyuan City Government is the municipal agency responsible for planning and delivering social assistance, welfare services, and community support programs to residents of Taoyuan City in Taiwan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Social Welfare of Taoyuan City Government Target entity description: The Department of Social Welfare of Taoyuan City Government is the municipal agency responsible for planning and delivering social assistance, welfare services, and community support programs to residents of Taoyuan City in Taiwan.
-
A.
Taoyuan City Government
chosen
Taoyuan City Government is the local administrative authority responsible for governing Taoyuan City, a major municipality in northwestern Taiwan.
-
B.
Taipei City Government
The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
-
C.
New Taipei City Government
New Taipei City Government is the municipal authority responsible for administering and providing public services for New Taipei City, Taiwan’s most populous municipality.
-
D.
Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
-
E.
Taitung County Government
Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
- F. None of above.
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_69c6883ab1008190a07129ff06f625d9 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9dbca6c819091d8b65e54ada5d9 |
completed | March 27, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7491116448190b9945e5a53056cb9 |
completed | March 28, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c74b46838c8190b5418d8f02f9aee1 |
completed | March 28, 2026, 3:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74d297b5881909b171d0a82adf173 |
completed | March 28, 2026, 3:38 a.m. |
Created at: March 27, 2026, 2:25 p.m.