Triple
T13639801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Development Bureau |
E325943
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | Civil Engineering and Development Department |
E974653
|
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: Civil Engineering and Development Department | Statement: [Development Bureau, oversees, Civil Engineering and Development Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Civil Engineering and Development Department Context triple: [Development Bureau, oversees, Civil Engineering and Development Department]
-
A.
Civil Engineering and Development Department
chosen
The Civil Engineering and Development Department is a Hong Kong government department responsible for planning, implementing, and maintaining public civil engineering works and infrastructure across the territory.
-
B.
Civil Engineering Department
The Civil Engineering Department is an academic unit specializing in the study and application of infrastructure design, construction, and maintenance within Samrat Ashok Technological Institute.
-
C.
Civil Engineering Department
The Civil Engineering Department is an academic division focused on educating students and conducting work in areas such as structural, environmental, transportation, and geotechnical engineering.
-
D.
Public Works Engineering Department
The Public Works Engineering Department is an academic unit specializing in civil and infrastructure engineering within the Faculty of Engineering at Mansoura University.
-
E.
Architecture Engineering Department
The Architecture Engineering Department is an academic unit within Mansoura University’s Faculty of Engineering that focuses on education and research in architectural design, building technology, and the built environment.
- 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.