Triple
T13639809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Development Bureau |
E325943
|
entity |
| Predicate | headedBy |
P981
|
FINISHED |
| Object | Secretary for Development |
E991097
|
NE FINISHED |
How this triple was built (2 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: Secretary for Development | Statement: [Development Bureau, headedBy, Secretary for Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Secretary for Development Context triple: [Development Bureau, headedBy, Secretary for Development]
-
A.
Secretary for Development of Hong Kong
chosen
The Secretary for Development of Hong Kong is the principal government official responsible for overseeing the city’s planning, land, and infrastructure development policies.
-
B.
Secretary of the Interior and Local Government
The Secretary of the Interior and Local Government is the Philippine government official who heads the Department of the Interior and Local Government, overseeing local governance, public order, and internal security coordination.
-
C.
Minister for Social Development
The Minister for Social Development is a senior New Zealand government cabinet position responsible for overseeing social welfare policy, income support, and related community services.
-
D.
Secretary for Commerce and Economic Development of Hong Kong
The Secretary for Commerce and Economic Development of Hong Kong is a principal government official responsible for formulating and implementing policies on trade, industry, tourism, telecommunications, and overall economic development.
-
E.
Secretary of Social Welfare and Development of the Philippines
The Secretary of Social Welfare and Development of the Philippines is the Cabinet official who leads the Department of Social Welfare and Development, overseeing the country’s social protection, poverty alleviation, and welfare programs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8076beddc8190a53156f5bea77f5e |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc5aac7308190a3fd26baeade8f2a |
completed | April 12, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78af46fe481909c6f9a6f58f887d1 |
completed | May 3, 2026, 5:50 p.m. |
Created at: April 9, 2026, 9:51 p.m.