Triple
T23360358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ndop |
E593165
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Bambalang |
—
|
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: Bambalang | Statement: [Ndop, hasEthnicGroup, Bambalang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bambalang Context triple: [Ndop, hasEthnicGroup, Bambalang]
-
A.
Bulusan
Bulusan is a coastal municipality in the province of Sorsogon in the Philippines, known for the active Bulusan Volcano and its surrounding natural attractions.
-
B.
Nambalan
Nambalan is a barangay (village-level administrative division) of the municipality of Santa Ignacia in the province of Tarlac, Philippines.
-
C.
Maguling
Maguling is a barangay (village-level administrative division) of the municipality of Maitum in the province of Sarangani, Philippines.
-
D.
Guinsiliban
Guinsiliban is a coastal municipality on the island-province of Camiguin in the Philippines, known for its rural communities and proximity to volcanic landscapes and marine attractions.
-
E.
Binalong
Binalong is a small rural village in New South Wales, Australia, known for its historic buildings and pastoral surroundings.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bambalang Target entity description: Bambalang is an ethnic group from the Ndop plain in Cameroon, known for its distinct language, cultural traditions, and chieftaincy institutions.
-
A.
Bulusan
Bulusan is a coastal municipality in the province of Sorsogon in the Philippines, known for the active Bulusan Volcano and its surrounding natural attractions.
-
B.
Nambalan
Nambalan is a barangay (village-level administrative division) of the municipality of Santa Ignacia in the province of Tarlac, Philippines.
-
C.
Maguling
Maguling is a barangay (village-level administrative division) of the municipality of Maitum in the province of Sarangani, Philippines.
-
D.
Guinsiliban
Guinsiliban is a coastal municipality on the island-province of Camiguin in the Philippines, known for its rural communities and proximity to volcanic landscapes and marine attractions.
-
E.
Binalong
Binalong is a small rural village in New South Wales, Australia, known for its historic buildings and pastoral surroundings.
- F. None of above. chosen
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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0a730f8819088fec53a43b063f8 |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 17, 2026, 5:30 p.m.