Triple
T21630816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pandi, Bulacan |
E533822
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Baliwag, Bulacan
Baliwag, Bulacan is a first-class municipality in the province of Bulacan in the Philippines, known as a commercial and transportation hub with a rich cultural heritage and historic churches.
|
E1493562
|
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: Baliwag, Bulacan | Statement: [Pandi, Bulacan, locatedNear, Baliwag, Bulacan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baliwag, Bulacan Context triple: [Pandi, Bulacan, locatedNear, Baliwag, 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.
Balagtas, Bulacan
Balagtas, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its historical significance and growing suburban communities near Metro Manila.
-
C.
Pulilan, Bulacan
Pulilan, Bulacan is a municipality in the Philippine province of Bulacan known for its agricultural economy and the annual Kneeling Carabao Festival honoring its patron saint.
-
D.
Bacolor, Pampanga
Bacolor, Pampanga is a historic municipality in the Philippines’ Pampanga province, known for its rich cultural heritage and for being heavily affected by the 1991 Mount Pinatubo eruption.
-
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. 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: Baliwag, Bulacan Triple: [Pandi, Bulacan, locatedNear, Baliwag, Bulacan]
Generated description
Baliwag, Bulacan is a first-class municipality in the province of Bulacan in the Philippines, known as a commercial and transportation hub with a rich cultural heritage and historic churches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baliwag, Bulacan Target entity description: Baliwag, Bulacan is a first-class municipality in the province of Bulacan in the Philippines, known as a commercial and transportation hub with a rich cultural heritage and historic churches.
-
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.
Balagtas, Bulacan
Balagtas, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its historical significance and growing suburban communities near Metro Manila.
-
C.
Pulilan, Bulacan
Pulilan, Bulacan is a municipality in the Philippine province of Bulacan known for its agricultural economy and the annual Kneeling Carabao Festival honoring its patron saint.
-
D.
Bacolor, Pampanga
Bacolor, Pampanga is a historic municipality in the Philippines’ Pampanga province, known for its rich cultural heritage and for being heavily affected by the 1991 Mount Pinatubo eruption.
-
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. 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_69e0c465ae7481908577b7209fdb2a77 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef521679fc81909c94d42439fda4ba |
completed | April 27, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0f97ba188190b00ddfbbeee22499 |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a1020e67c8190a6faf7e8e458d48e |
completed | May 17, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a10ac13288190a1fbf21fa67a4ed2 |
completed | May 17, 2026, 7:02 p.m. |
Created at: April 16, 2026, 6:34 p.m.