Triple
T10148456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanoi urban road network |
E231766
|
entity |
| Predicate | planningInfluencedBy |
P9
|
FINISHED |
| Object |
Hanoi master transport plans
Hanoi master transport plans are comprehensive strategic documents that guide the long-term development and organization of the city’s transportation systems, including roads, public transit, and related infrastructure.
|
E844116
|
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: Hanoi master transport plans | Statement: [Hanoi urban road network, planningInfluencedBy, Hanoi master transport plans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanoi master transport plans Context triple: [Hanoi urban road network, planningInfluencedBy, Hanoi master transport plans]
-
A.
Ho Chi Minh City urban rail development plan
The Ho Chi Minh City urban rail development plan is a long-term infrastructure strategy to build a comprehensive metro and rail transit network aimed at easing congestion and modernizing public transportation in Vietnam’s largest city.
-
B.
Management Authority for Urban Railways of Ho Chi Minh City
The Management Authority for Urban Railways of Ho Chi Minh City is the government agency responsible for planning, developing, and overseeing the operation of the city's urban rail and metro systems.
-
C.
Ho Chi Minh City bus network
The Ho Chi Minh City bus network is the city’s primary public transit system, consisting of extensive urban and suburban bus routes that connect major districts and serve as feeders to current and future rail lines.
-
D.
Hanoi municipal authorities
Hanoi municipal authorities are the local government bodies responsible for administering and overseeing public services, infrastructure, and urban management within Vietnam’s capital city.
-
E.
Hanoi urban road network
The Hanoi urban road network is the extensive system of streets, avenues, and highways that connects the districts of Vietnam’s capital city, facilitating daily transportation, commerce, and regional mobility.
- 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: Hanoi master transport plans Triple: [Hanoi urban road network, planningInfluencedBy, Hanoi master transport plans]
Generated description
Hanoi master transport plans are comprehensive strategic documents that guide the long-term development and organization of the city’s transportation systems, including roads, public transit, and related infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hanoi master transport plans Target entity description: Hanoi master transport plans are comprehensive strategic documents that guide the long-term development and organization of the city’s transportation systems, including roads, public transit, and related infrastructure.
-
A.
Ho Chi Minh City urban rail development plan
The Ho Chi Minh City urban rail development plan is a long-term infrastructure strategy to build a comprehensive metro and rail transit network aimed at easing congestion and modernizing public transportation in Vietnam’s largest city.
-
B.
Management Authority for Urban Railways of Ho Chi Minh City
The Management Authority for Urban Railways of Ho Chi Minh City is the government agency responsible for planning, developing, and overseeing the operation of the city's urban rail and metro systems.
-
C.
Ho Chi Minh City bus network
The Ho Chi Minh City bus network is the city’s primary public transit system, consisting of extensive urban and suburban bus routes that connect major districts and serve as feeders to current and future rail lines.
-
D.
Hanoi municipal authorities
Hanoi municipal authorities are the local government bodies responsible for administering and overseeing public services, infrastructure, and urban management within Vietnam’s capital city.
-
E.
Hanoi urban road network
The Hanoi urban road network is the extensive system of streets, avenues, and highways that connects the districts of Vietnam’s capital city, facilitating daily transportation, commerce, and regional mobility.
- 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_69ca848364f881908a24366a6feec1db |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec024da481908b8170fcf3b18e67 |
completed | April 2, 2026, 4:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e62c1984819095fcb239f11731b4 |
completed | April 5, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69d2e73fd6988190a338a9e49dc3671b |
completed | April 5, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e8c9058c8190bfa5720397331fa1 |
completed | April 5, 2026, 10:57 p.m. |
Created at: March 30, 2026, 9:08 p.m.