Triple
T12229643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central–Mid-Levels Escalator |
E291440
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Highways Department
The Highways Department is a Hong Kong government department responsible for planning, constructing, and maintaining the city’s public roads and related transport infrastructure.
|
E969965
|
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: Highways Department | Statement: [Central–Mid-Levels Escalator, operator, Highways Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highways Department Context triple: [Central–Mid-Levels Escalator, operator, Highways Department]
-
A.
Highway Department
The Highway Department is a local government agency responsible for maintaining and repairing roads and related infrastructure within Hanover Township.
-
B.
Highways Division
Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
-
C.
Highways Division
Highways Division is a specialized unit within India’s Ministry of Road Transport and Highways responsible for planning, developing, and maintaining the national highway network.
-
D.
Bureau of Highway Operations
The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
-
E.
National Highways Authority of India
The National Highways Authority of India is a government agency responsible for the development, maintenance, and management of the national highway network across India.
- 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: Highways Department Triple: [Central–Mid-Levels Escalator, operator, Highways Department]
Generated description
The Highways Department is a Hong Kong government department responsible for planning, constructing, and maintaining the city’s public roads and related transport infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highways Department Target entity description: The Highways Department is a Hong Kong government department responsible for planning, constructing, and maintaining the city’s public roads and related transport infrastructure.
-
A.
Highway Department
The Highway Department is a local government agency responsible for maintaining and repairing roads and related infrastructure within Hanover Township.
-
B.
Highways Division
Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
-
C.
Highways Division
Highways Division is a specialized unit within India’s Ministry of Road Transport and Highways responsible for planning, developing, and maintaining the national highway network.
-
D.
Bureau of Highway Operations
The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
-
E.
National Highways Authority of India
The National Highways Authority of India is a government agency responsible for the development, maintenance, and management of the national highway network across India.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91ca34fe88190900c8791c70948b7 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aab4a70819099856b990e3a8a1b |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60c9276d0819086b5f7712fe8d6e6 |
completed | May 2, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60d4c30448190874f253b864ef61e |
completed | May 2, 2026, 2:42 p.m. |
Created at: April 8, 2026, 9:51 p.m.