Triple
T10878352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | District 2 |
E256854
|
entity |
| Predicate | urbanDevelopmentProject |
P96205
|
FINISHED |
| Object | Thu Thiem New Urban Area |
E216860
|
NE FINISHED |
How this triple was built (3 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: Thu Thiem New Urban Area | Statement: [District 2, urbanDevelopmentProject, Thu Thiem New Urban Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thu Thiem New Urban Area Context triple: [District 2, urbanDevelopmentProject, Thu Thiem New Urban Area]
-
A.
Thu Thiem New Urban Area
chosen
Thu Thiem New Urban Area is a major planned financial and commercial district in Ho Chi Minh City, Vietnam, envisioned as a modern counterpart to the historic city center.
-
B.
Ngọc Thụy
Ngọc Thụy is a ward-level administrative area located within Long Biên District of Hanoi, Vietnam.
-
C.
Asiana Town
Asiana Town is the main corporate headquarters complex of South Korea’s Asiana Airlines in Seoul.
-
D.
Trang Tien area
Trang Tien area is a central commercial and cultural neighborhood in Hanoi known for its historic architecture, upscale shops, and proximity to Hoàn Kiếm Lake.
-
E.
Tu Liem area
Tu Liem area is a district-level urban area in western Hanoi, Vietnam, known for its rapid development and mix of residential, educational, and governmental facilities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: urbanDevelopmentProject Context triple: [District 2, urbanDevelopmentProject, Thu Thiem New Urban Area]
-
A.
urbanDevelopment
Indicates the process or activities through which urban areas are planned, expanded, or transformed, including changes to infrastructure, land use, and the built environment.
-
B.
urbanDevelopmentType
Indicates the specific category or nature of urban development associated with or applied to an entity (e.g., residential, commercial, mixed-use).
-
C.
urbanDevelopmentLinkedTo
Indicates a relationship where changes or activities in urban development are causally or correlationally connected to another factor, condition, or outcome.
-
D.
redevelopmentProject
Indicates a project involving the renewal, improvement, or transformation of an existing area, structure, or infrastructure, typically replacing or upgrading what was previously there.
-
E.
urbanPlanningFunction
Indicates a functional role or purpose that something serves within the planning, organization, or management of urban spaces and infrastructure.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751ae92548190a3563c5b18650a32 |
completed | April 9, 2026, 7:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e154d8f9b881908025acc6ff1beb9f |
completed | April 16, 2026, 9:30 p.m. |
| PD | Predicate disambiguation | batch_69d70d360c388190a3d829fe8862434f |
completed | April 9, 2026, 2:21 a.m. |
| PDg | Predicate description generation | batch_69d7101de31c819090707635f6790559 |
completed | April 9, 2026, 2:34 a.m. |
Created at: April 8, 2026, 9:21 p.m.