Triple
T5603725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bocaue, Bulacan |
E147181
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Marilao, Bulacan
Marilao, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its residential communities, commercial centers, and proximity to Metro Manila.
|
E536889
|
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: Marilao, Bulacan | Statement: [Bocaue, Bulacan, locatedNear, Marilao, Bulacan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marilao, Bulacan Context triple: [Bocaue, Bulacan, locatedNear, Marilao, Bulacan]
-
A.
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.
-
B.
Bocaue, Bulacan
Bocaue, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its religious festivals and as the site of major venues such as the Philippine Arena.
-
C.
Agoncillo, Batangas
Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
-
D.
Santa Maria, Bulacan
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.
-
E.
San Marcelino, Zambales
San Marcelino, Zambales is a landlocked municipality in the province of Zambales in the Philippines, known for its agricultural economy and proximity to the Subic Bay area.
- 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: Marilao, Bulacan Triple: [Bocaue, Bulacan, locatedNear, Marilao, Bulacan]
Generated description
Marilao, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its residential communities, commercial centers, and proximity to Metro Manila.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marilao, Bulacan Target entity description: Marilao, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its residential communities, commercial centers, and proximity to Metro Manila.
-
A.
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.
-
B.
Bocaue, Bulacan
Bocaue, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its religious festivals and as the site of major venues such as the Philippine Arena.
-
C.
Agoncillo, Batangas
Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
-
D.
Santa Maria, Bulacan
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.
-
E.
San Marcelino, Zambales
San Marcelino, Zambales is a landlocked municipality in the province of Zambales in the Philippines, known for its agricultural economy and proximity to the Subic Bay area.
- 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_69c0090500f881908374285baf0ac46f |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020dce10c8190bf456602eec211d4 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d40049881908bf32e4932094c52 |
completed | March 22, 2026, 8:12 p.m. |
| NEDg | Description generation | batch_69c04e88680c8190845723f52c060fb7 |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f7856848190a835c3ee0a32f649 |
completed | March 22, 2026, 8:22 p.m. |
Created at: March 22, 2026, 3:39 p.m.