Triple
T10898679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ring Road 3 of Hanoi |
E257375
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Hanoi urban planning |
E844116
|
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: Hanoi urban planning | Statement: [Ring Road 3 of Hanoi, isPartOf, Hanoi urban planning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanoi urban planning Context triple: [Ring Road 3 of Hanoi, isPartOf, Hanoi urban planning]
-
A.
Hanoi master transport plans
chosen
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.
-
B.
Hanoi urban rail and metro corridors
Hanoi urban rail and metro corridors are the planned and existing rapid transit lines forming the backbone of the city’s mass public transportation system.
-
C.
Hanoi public bus network
The Hanoi public bus network is the city’s primary system of scheduled, fixed-route buses that provides affordable mass transit across the Vietnamese capital and its surrounding urban areas.
-
D.
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.
-
E.
Hanoi
Hanoi is the historic and modern capital of Vietnam, known for its centuries-old architecture, rich cultural heritage, and vibrant street life.
- 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_69d6aa8550c8819095508a2ed9acf3db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d75d03a3fc81908df039b9b5ab9ca2 |
completed | April 9, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e15524ec5c8190a330ce5fc16dd11d |
completed | April 16, 2026, 9:31 p.m. |
Created at: April 8, 2026, 9:21 p.m.