Triple
T17986556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambangeg Trail |
E430249
|
entity |
| Predicate | startingPoint |
P389
|
FINISHED |
| Object | Ambangeg, Bokod, Benguet |
—
|
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: Ambangeg, Bokod, Benguet | Statement: [Ambangeg Trail, startingPoint, Ambangeg, Bokod, Benguet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambangeg, Bokod, Benguet Context triple: [Ambangeg Trail, startingPoint, Ambangeg, Bokod, Benguet]
-
A.
Atok, Benguet
Atok, Benguet is a high-altitude municipality in the Philippines known for its cool climate, mountainous landscapes, and scenic vegetable and flower farms.
-
B.
Buguias, Benguet
Buguias, Benguet is a highland farming municipality in the Philippines’ Cordillera region, known for its vegetable production and cool mountainous climate.
-
C.
Bauko, Mountain Province
Bauko is a municipality in the Mountain Province of the Philippines known for its mountainous terrain, indigenous cultures, and agricultural communities.
-
D.
Bakun, Benguet
Bakun, Benguet is a remote mountainous municipality in the Philippines known for its rugged terrain, scenic rice terraces, and popular hiking and climbing destinations.
-
E.
Bangued
Bangued is a municipality in the Philippines that serves as the political and economic center of the province of Abra.
- 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: Ambangeg, Bokod, Benguet Target entity description: Ambangeg, Bokod, Benguet is a rural barangay in the Philippine highland province of Benguet, known as a primary gateway for hikers ascending Mount Pulag.
-
A.
Atok, Benguet
Atok, Benguet is a high-altitude municipality in the Philippines known for its cool climate, mountainous landscapes, and scenic vegetable and flower farms.
-
B.
Buguias, Benguet
Buguias, Benguet is a highland farming municipality in the Philippines’ Cordillera region, known for its vegetable production and cool mountainous climate.
-
C.
Bauko, Mountain Province
Bauko is a municipality in the Mountain Province of the Philippines known for its mountainous terrain, indigenous cultures, and agricultural communities.
-
D.
Bakun, Benguet
Bakun, Benguet is a remote mountainous municipality in the Philippines known for its rugged terrain, scenic rice terraces, and popular hiking and climbing destinations.
-
E.
Bangued
Bangued is a municipality in the Philippines that serves as the political and economic center of the province of Abra.
- 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_69d8b90364248190a37381adea932f42 |
completed | April 10, 2026, 8:46 a.m. |
| NER | Named-entity recognition | batch_69e4b29b4e808190af06074168169035 |
completed | April 19, 2026, 10:46 a.m. |
Created at: April 10, 2026, 10:23 a.m.