Triple
T3908644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bulacan |
E87267
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Marilao
Marilao is a rapidly urbanizing municipality in the province of Bulacan in the Philippines, known for its commercial centers and proximity to Metro Manila.
|
E397301
|
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 | Statement: [Bulacan, hasMunicipality, Marilao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marilao Context triple: [Bulacan, hasMunicipality, Marilao]
-
A.
Cry of Pugad Lawin
Cry of Pugad Lawin was a pivotal 1896 uprising in which Filipino revolutionaries openly defied Spanish colonial rule, marking the start of the Philippine Revolution.
-
B.
Noli Me Tangere
Noli Me Tangere is a Latin phrase meaning "Touch me not," historically associated with both Christian scripture and military heraldry as a motto of restraint and warning.
-
C.
Biag ni Lam-ang
Biag ni Lam-ang is a renowned Ilocano epic poem from the Philippines that recounts the heroic adventures and extraordinary life of the warrior Lam-ang.
-
D.
Kalibo
Kalibo is a municipality in the Philippines known as the main gateway to the resort island of Boracay and the cultural center of Aklan, particularly famed for its Ati-Atihan Festival.
-
E.
Luisita
Luisita is a Spanish feminine given name, typically used as a diminutive or affectionate form of Luisa.
- 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 Triple: [Bulacan, hasMunicipality, Marilao]
Generated description
Marilao is a rapidly urbanizing municipality in the province of Bulacan in the Philippines, known for its commercial centers and proximity to Metro Manila.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marilao Target entity description: Marilao is a rapidly urbanizing municipality in the province of Bulacan in the Philippines, known for its commercial centers and proximity to Metro Manila.
-
A.
Cry of Pugad Lawin
Cry of Pugad Lawin was a pivotal 1896 uprising in which Filipino revolutionaries openly defied Spanish colonial rule, marking the start of the Philippine Revolution.
-
B.
Noli Me Tangere
Noli Me Tangere is a Latin phrase meaning "Touch me not," historically associated with both Christian scripture and military heraldry as a motto of restraint and warning.
-
C.
Biag ni Lam-ang
Biag ni Lam-ang is a renowned Ilocano epic poem from the Philippines that recounts the heroic adventures and extraordinary life of the warrior Lam-ang.
-
D.
Kalibo
Kalibo is a municipality in the Philippines known as the main gateway to the resort island of Boracay and the cultural center of Aklan, particularly famed for its Ati-Atihan Festival.
-
E.
Luisita
Luisita is a Spanish feminine given name, typically used as a diminutive or affectionate form of Luisa.
- 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_69aed9424514819086e9c58adde6652d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed13bb14819096842c6c82342524 |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51cb1b194819093b88d3f37ae51d9 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d8510c08190a88a1a8f044b3c59 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e0e9df08190959bc5cb7084d8a5 |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:22 p.m.