Triple
T16397046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sta. Cruz, Zambales |
E398209
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Municipal Government of Sta. Cruz, Zambales
The Municipal Government of Sta. Cruz, Zambales is the local administrative authority responsible for governing and delivering public services within the municipality of Sta. Cruz in the province of Zambales, Philippines.
|
E1209607
|
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: Municipal Government of Sta. Cruz, Zambales | Statement: [Sta. Cruz, Zambales, governingBody, Municipal Government of Sta. Cruz, Zambales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipal Government of Sta. Cruz, Zambales Context triple: [Sta. Cruz, Zambales, governingBody, Municipal Government of Sta. Cruz, Zambales]
-
A.
Provincial Government of Zambales
The Provincial Government of Zambales is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Zambales.
-
B.
Municipal Government of Balamban
The Municipal Government of Balamban is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Balamban in the Philippines.
-
C.
Municipal Government of San Luis, Pampanga
The Municipal Government of San Luis, Pampanga is the local administrative authority responsible for governing and delivering public services within the municipality of San Luis in the province of Pampanga, Philippines.
-
D.
Municipal Government of Mambusao
The Municipal Government of Mambusao is the local administrative authority responsible for governing and delivering public services within the municipality of Mambusao in the Philippines.
-
E.
Municipal Government of Santa Fe, Cebu
The Municipal Government of Santa Fe, Cebu is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Santa Fe in the province of Cebu, Philippines.
- 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: Municipal Government of Sta. Cruz, Zambales Triple: [Sta. Cruz, Zambales, governingBody, Municipal Government of Sta. Cruz, Zambales]
Generated description
The Municipal Government of Sta. Cruz, Zambales is the local administrative authority responsible for governing and delivering public services within the municipality of Sta. Cruz in the province of Zambales, Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Municipal Government of Sta. Cruz, Zambales Target entity description: The Municipal Government of Sta. Cruz, Zambales is the local administrative authority responsible for governing and delivering public services within the municipality of Sta. Cruz in the province of Zambales, Philippines.
-
A.
Provincial Government of Zambales
The Provincial Government of Zambales is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Zambales.
-
B.
Municipal Government of Balamban
The Municipal Government of Balamban is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Balamban in the Philippines.
-
C.
Municipal Government of San Luis, Pampanga
The Municipal Government of San Luis, Pampanga is the local administrative authority responsible for governing and delivering public services within the municipality of San Luis in the province of Pampanga, Philippines.
-
D.
Municipal Government of Mambusao
The Municipal Government of Mambusao is the local administrative authority responsible for governing and delivering public services within the municipality of Mambusao in the Philippines.
-
E.
Municipal Government of Santa Fe, Cebu
The Municipal Government of Santa Fe, Cebu is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Santa Fe in the province of Cebu, Philippines.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327cb3c708190b64341cb1410ed81 |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00357838a88190be88c51f454be6eb |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a0035ea77dc8190bda37dac2710d0e3 |
completed | May 10, 2026, 7:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0036e53f2c81908f04a5e51870040c |
completed | May 10, 2026, 7:42 a.m. |
Created at: April 10, 2026, 5:09 a.m.