Triple
T5603724
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bocaue, Bulacan |
E147181
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
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.
|
E533821
|
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: Santa Maria, Bulacan | Statement: [Bocaue, Bulacan, locatedNear, Santa Maria, Bulacan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Santa Maria, Bulacan Context triple: [Bocaue, Bulacan, locatedNear, Santa Maria, Bulacan]
-
A.
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.
-
B.
Pilar, Bataan
Pilar, Bataan is a coastal municipality in the Philippines known for its historic role in World War II and as the site of the Mount Samat National Shrine.
-
C.
Mariveles, Bataan
Mariveles, Bataan is a coastal municipality in the Philippines historically known as one of the starting points of the Bataan Death March during World War II.
-
D.
Sto. Rosario
Sto. Rosario is a central barangay in Angeles City, Philippines, known for encompassing the city’s historic downtown and key cultural and commercial areas.
-
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: Santa Maria, Bulacan Triple: [Bocaue, Bulacan, locatedNear, Santa Maria, Bulacan]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Santa Maria, Bulacan Target entity description: 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.
-
A.
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.
-
B.
Pilar, Bataan
Pilar, Bataan is a coastal municipality in the Philippines known for its historic role in World War II and as the site of the Mount Samat National Shrine.
-
C.
Mariveles, Bataan
Mariveles, Bataan is a coastal municipality in the Philippines historically known as one of the starting points of the Bataan Death March during World War II.
-
D.
Sto. Rosario
Sto. Rosario is a central barangay in Angeles City, Philippines, known for encompassing the city’s historic downtown and key cultural and commercial areas.
-
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_69c0287649cc8190ae356790dd993973 |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c0350eb53081909dc573fefa3e7f0a |
completed | March 22, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c036f0edb48190bfa74f7f2c9d9ab1 |
completed | March 22, 2026, 6:37 p.m. |
Created at: March 22, 2026, 3:39 p.m.