Triple
T1344110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hai Phong |
E28530
|
entity |
| Predicate | hasCoastlineOn |
P212
|
FINISHED |
| Object | Gulf of Tonkin |
E38465
|
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: Gulf of Tonkin | Statement: [Hai Phong, hasCoastlineOn, Gulf of Tonkin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf of Tonkin Context triple: [Hai Phong, hasCoastlineOn, Gulf of Tonkin]
-
A.
Gulf of Tonkin
chosen
The Gulf of Tonkin is a shallow arm of the South China Sea off the coasts of northern Vietnam and southern China, historically known as a key maritime region and the site of the 1964 naval incidents that escalated U.S. involvement in the Vietnam War.
-
B.
South China Sea
The South China Sea is a marginal sea in Southeast Asia known for its strategic shipping lanes, rich fisheries, and significant oil and gas reserves, as well as ongoing territorial disputes among neighboring countries.
-
C.
Gulf of Tomini
The Gulf of Tomini is a large, shallow bay in central Indonesia, lying between the northern and eastern peninsulas of Sulawesi and opening into the Celebes Sea.
-
D.
Lingayen Gulf
Lingayen Gulf is a large bay on the northwestern coast of Luzon in the Philippines, known for its historical role in World War II and its fishing and coastal communities.
-
E.
Sulu Sea
The Sulu Sea is a marginal sea in the western Pacific Ocean, located between the Philippines, Malaysia, and Indonesia, known for its rich marine biodiversity and important shipping routes.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c23b8a9081908b78405d4ef806af |
completed | March 1, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce68225081909d995cd7ae5f2224 |
completed | March 8, 2026, 1:18 a.m. |
Created at: March 1, 2026, 7:56 p.m.