Triple
T21630690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balagtas, Bulacan |
E533820
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object | Guiguinto, Bulacan |
—
|
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: Guiguinto, Bulacan | Statement: [Balagtas, Bulacan, hasBorderWith, Guiguinto, Bulacan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guiguinto, Bulacan Context triple: [Balagtas, Bulacan, hasBorderWith, Guiguinto, Bulacan]
-
A.
Guiguinto, Bulacan
chosen
Guiguinto, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its strategic location near Metro Manila and growing residential and commercial developments.
-
B.
San Miguel, Bulacan
San Miguel, Bulacan is a historic municipality in the Philippines known as the site of the Biak-na-Bato Republic, a key revolutionary government during the struggle against Spanish colonial rule.
-
C.
San Ildefonso, Bulacan
San Ildefonso, Bulacan is a landlocked agricultural municipality in the province of Bulacan in the Philippines, known for its farming communities and proximity to Pampanga’s Candaba wetlands.
-
D.
Obando, Bulacan
Obando, Bulacan is a coastal municipality in the province of Bulacan, Philippines, best known for its annual Obando Fertility Rites, a colorful religious dance festival attracting pilgrims and tourists.
-
E.
Guinayangan, Quezon
Guinayangan, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing industry, agricultural lands, and access to the waters of Ragay Gulf.
- 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef521679fc81909c94d42439fda4ba |
completed | April 27, 2026, 12:09 p.m. |
Created at: April 16, 2026, 6:34 p.m.