Triple
T12156782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the Macao Special Administrative Region |
E289594
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Secretariat for Transport and Public Works
The Secretariat for Transport and Public Works is a principal government body in the Macao Special Administrative Region responsible for overseeing transport infrastructure, public works, and related urban services.
|
E963745
|
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: Secretariat for Transport and Public Works | Statement: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Transport and Public Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Secretariat for Transport and Public Works Context triple: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Transport and Public Works]
-
A.
Ministry of Public Works
The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
-
B.
Ministry of Public Works
The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil works.
-
C.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
-
D.
Ministerio de Obras Públicas y Transportes
The Ministerio de Obras Públicas y Transportes is Costa Rica’s government ministry responsible for planning, building, and maintaining national transportation infrastructure and public works.
-
E.
Department of Transport
The Department of Transport is the Irish government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and maritime sectors.
- 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: Secretariat for Transport and Public Works Triple: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Transport and Public Works]
Generated description
The Secretariat for Transport and Public Works is a principal government body in the Macao Special Administrative Region responsible for overseeing transport infrastructure, public works, and related urban services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Secretariat for Transport and Public Works Target entity description: The Secretariat for Transport and Public Works is a principal government body in the Macao Special Administrative Region responsible for overseeing transport infrastructure, public works, and related urban services.
-
A.
Ministry of Public Works
The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
-
B.
Ministry of Public Works
The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil works.
-
C.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
-
D.
Ministerio de Obras Públicas y Transportes
The Ministerio de Obras Públicas y Transportes is Costa Rica’s government ministry responsible for planning, building, and maintaining national transportation infrastructure and public works.
-
E.
Department of Transport
The Department of Transport is the Irish government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and maritime sectors.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c1673c8190830cd15525d16869 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f69c8d408190abbc900deb534045 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5fe53d47c8190896a9abf8cc4bc31 |
completed | May 2, 2026, 1:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5ffc563a08190b95db768df475a3a |
completed | May 2, 2026, 1:44 p.m. |
Created at: April 8, 2026, 9:50 p.m.