Triple
T8548442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Province of Laguna |
E202382
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Sta. Maria, Laguna
Sta. Maria, Laguna is a rural municipality in the Philippine province of Laguna known for its agricultural landscape and small-town community.
|
E792113
|
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: Sta. Maria, Laguna | Statement: [Province of Laguna, hasMunicipality, Sta. Maria, Laguna]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sta. Maria, Laguna Context triple: [Province of Laguna, hasMunicipality, Sta. Maria, Laguna]
-
A.
Santa Cruz, Laguna
Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
-
B.
Santa Rosa, Laguna
Santa Rosa, Laguna is a rapidly urbanizing city in the province of Laguna, Philippines, known as a major industrial, commercial, and residential hub south of Metro Manila.
-
C.
San Pedro, Laguna
San Pedro, Laguna is a suburban city in the province of Laguna, Philippines, situated just south of Metro Manila along the shores of Laguna de Bay.
-
D.
Nagcarlan, Laguna
Nagcarlan, Laguna is a historic rural municipality in the Philippines known for its cool upland climate, scenic rice fields, and the Spanish-era Nagcarlan Underground Cemetery.
-
E.
Liliw, Laguna
Liliw, Laguna is a municipality in the Philippines known for its thriving footwear industry, especially handcrafted slippers and shoes, and its well-preserved Spanish-era architecture.
- 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: Sta. Maria, Laguna Triple: [Province of Laguna, hasMunicipality, Sta. Maria, Laguna]
Generated description
Sta. Maria, Laguna is a rural municipality in the Philippine province of Laguna known for its agricultural landscape and small-town community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sta. Maria, Laguna Target entity description: Sta. Maria, Laguna is a rural municipality in the Philippine province of Laguna known for its agricultural landscape and small-town community.
-
A.
Santa Cruz, Laguna
Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
-
B.
Santa Rosa, Laguna
Santa Rosa, Laguna is a rapidly urbanizing city in the province of Laguna, Philippines, known as a major industrial, commercial, and residential hub south of Metro Manila.
-
C.
San Pedro, Laguna
San Pedro, Laguna is a suburban city in the province of Laguna, Philippines, situated just south of Metro Manila along the shores of Laguna de Bay.
-
D.
Nagcarlan, Laguna
Nagcarlan, Laguna is a historic rural municipality in the Philippines known for its cool upland climate, scenic rice fields, and the Spanish-era Nagcarlan Underground Cemetery.
-
E.
Liliw, Laguna
Liliw, Laguna is a municipality in the Philippines known for its thriving footwear industry, especially handcrafted slippers and shoes, and its well-preserved Spanish-era architecture.
- 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_69ca832610e08190b3b6c6cd2c250255 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe7529b648190b4b1cf1cb8836546 |
completed | March 31, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0c696913c819089f29ec899d4ee61 |
completed | April 4, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_69d0c976a0308190ba66990fe0a3f33e |
completed | April 4, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0ce28aaf48190a1e6b4040353c6b9 |
completed | April 4, 2026, 8:39 a.m. |
Created at: March 30, 2026, 6:19 p.m.