Triple
T22630271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southeast Asia (through Agent Orange deployment) |
E558528
|
entity |
| Predicate | containsHotspots |
P148994
|
FINISHED |
| Object | Bien Hoa area |
—
|
NE NERFINISHED |
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: Bien Hoa area | Statement: [Southeast Asia (through Agent Orange deployment), containsHotspots, Bien Hoa area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bien Hoa area Context triple: [Southeast Asia (through Agent Orange deployment), containsHotspots, Bien Hoa area]
-
A.
Bien Hoa
chosen
Bien Hoa is a major industrial city in southern Vietnam, located near Ho Chi Minh City and known for its large manufacturing zones and economic importance.
-
B.
Ba Son area
The Ba Son area is a historic riverside district in Ho Chi Minh City, formerly home to the Ba Son Shipyard and now a rapidly developing urban and commercial zone.
-
C.
Rach Chiec area
Rach Chiec area is a locality in Ho Chi Minh City, Vietnam, known for its strategic location and ongoing urban development projects, including major sports and residential complexes.
-
D.
Dien Chau District
Dien Chau District is an administrative rural district located within Nghe An Province in north-central Vietnam.
-
E.
Nam Can District
Nam Can District is a rural coastal district in Vietnam’s Cà Mau Province, known for its mangrove forests, aquaculture, and location near the country’s southernmost point.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245467d9881908d6985bd0db7a1f1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17008e7648190b243c18067b4efb9 |
completed | April 29, 2026, 2:42 a.m. |
Created at: April 17, 2026, 3:02 p.m.