Triple
T17045775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baliuag |
E413563
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Bustos, Bulacan
Bustos, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its agricultural economy and the Bustos Dam, which supports irrigation in the region.
|
E1248307
|
NE FINISHED |
How this triple was built (4 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: Bustos, Bulacan | Statement: [Baliuag, borderedBy, Bustos, Bulacan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bustos, Bulacan Context triple: [Baliuag, borderedBy, Bustos, Bulacan]
-
A.
Guiguinto, Bulacan
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.
Burgos, Pangasinan
Burgos, Pangasinan is a coastal municipality in the province of Pangasinan in the Philippines, known for its scenic beaches and agricultural communities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bustos, Bulacan Triple: [Baliuag, borderedBy, Bustos, Bulacan]
Generated description
Bustos, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its agricultural economy and the Bustos Dam, which supports irrigation in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bustos, Bulacan Target entity description: Bustos, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its agricultural economy and the Bustos Dam, which supports irrigation in the region.
-
A.
Guiguinto, Bulacan
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.
Burgos, Pangasinan
Burgos, Pangasinan is a coastal municipality in the province of Pangasinan in the Philippines, known for its scenic beaches and agricultural communities.
- F. None of above. chosen
Provenance (5 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3da9d7e988190a5e3991c7123f9b0 |
completed | April 18, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01233cd3d48190b002951881ef670b |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a0124f158a08190a803b37378a2c253 |
completed | May 11, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a012569322081908b60694851d50e4b |
completed | May 11, 2026, 12:40 a.m. |
Created at: April 10, 2026, 5:33 a.m.