Triple
T16360678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marilao |
E397301
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Santa Maria, Bulacan |
E533821
|
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: Santa Maria, Bulacan | Statement: [Marilao, borders, Santa Maria, Bulacan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Santa Maria, Bulacan Context triple: [Marilao, borders, Santa Maria, Bulacan]
-
A.
Santa Maria, Bulacan
chosen
Santa Maria, Bulacan is a first-class, highly urbanized municipality in the province of Bulacan, Philippines, known for its rapid economic growth and suburban residential communities near Metro Manila.
-
B.
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.
-
C.
Sta. Maria, Laguna
Sta. Maria, Laguna is a rural municipality in the Philippine province of Laguna known for its agricultural landscape and small-town community.
-
D.
San Nicolas, Batangas
San Nicolas, Batangas is a lakeside municipality in the Philippines known for its proximity to Taal Lake and its role as a primary access point for visiting Taal Volcano.
-
E.
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.
- 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2fad304448190b3f6f0350a1e151d |
completed | April 18, 2026, 3:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00355df6188190929be8584b5ac87e |
completed | May 10, 2026, 7:35 a.m. |
Created at: April 10, 2026, 5:08 a.m.