Triple
T22630270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southeast Asia (through Agent Orange deployment) |
E558528
|
entity |
| Predicate | containsHotspots |
P148994
|
FINISHED |
| Object | Da Nang area |
—
|
NE NERFINISHED |
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: Da Nang area | Statement: [Southeast Asia (through Agent Orange deployment), containsHotspots, Da Nang area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Da Nang area Context triple: [Southeast Asia (through Agent Orange deployment), containsHotspots, Da Nang area]
-
A.
Da Nang Province
Da Nang Province is a coastal region in central Vietnam known for its beaches, modern cityscape, and role as a major economic and tourism hub.
-
B.
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.
-
C.
Da Nang
chosen
Da Nang is a major coastal city in central Vietnam known for its sandy beaches, modern infrastructure, and proximity to historic sites like Hoi An and the Marble Mountains.
-
D.
North Central Coast
The North Central Coast is a coastal region of Vietnam known for its long beaches, historic sites, and role as a geographic and cultural bridge between northern and central Vietnam.
-
E.
Rach Gia
Rach Gia is a coastal city in Vietnam’s Kien Giang Province, known as a gateway to the Gulf of Thailand and nearby islands such as Phu Quoc.
- 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: containsHotspots Context triple: [Southeast Asia (through Agent Orange deployment), containsHotspots, Da Nang area]
-
A.
hotspot
Indicates that a location or entity is a focal point of intense activity, interest, or occurrence relative to others.
-
B.
isHotspotTrackOf
Indicates that one entity is a hotspot track that corresponds to, or is derived from, another entity.
-
C.
hotspotType
Indicates the specific category or kind of hotspot associated with an entity or location.
-
D.
hasBrightSpots
Indicates that an entity possesses one or more areas or points that are noticeably brighter than their surroundings.
-
E.
hasHotSpring
Indicates that one entity possesses, contains, or is associated with a hot spring.
- F. None of above. chosen
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69ee62855558819080da946c7b35a160 |
completed | April 26, 2026, 7:07 p.m. |
| PDg | Predicate description generation | batch_69ee8841e9cc81908d23b34215e3be71 |
completed | April 26, 2026, 9:48 p.m. |
Created at: April 17, 2026, 3:02 p.m.