Triple
T11341220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Davao Occidental |
E268599
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Sta. Maria
Sta. Maria is a coastal municipality in the province of Davao Occidental in the southern Philippines, known for its agricultural and fishing-based local economy.
|
E920447
|
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 | Statement: [Davao Occidental, hasMunicipality, Sta. Maria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sta. Maria Context triple: [Davao Occidental, hasMunicipality, Sta. Maria]
-
A.
Sta. Elena
Sta. Elena is a rural municipality in the Philippine province of Camarines Norte known for its agricultural communities and small-town character.
-
B.
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.
-
C.
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.
-
D.
Mount Santo Tomas
Mount Santo Tomas is a prominent mountain in the Philippines’ Cordillera region, known for its high elevation, cool climate, and panoramic views over Baguio City and the surrounding highlands.
-
E.
San Teodoro
San Teodoro is a popular coastal resort town in northeastern Sardinia, Italy, known for its white-sand beaches and vibrant summer tourism.
- 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 Triple: [Davao Occidental, hasMunicipality, Sta. Maria]
Generated description
Sta. Maria is a coastal municipality in the province of Davao Occidental in the southern Philippines, known for its agricultural and fishing-based local economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sta. Maria Target entity description: Sta. Maria is a coastal municipality in the province of Davao Occidental in the southern Philippines, known for its agricultural and fishing-based local economy.
-
A.
Sta. Elena
Sta. Elena is a rural municipality in the Philippine province of Camarines Norte known for its agricultural communities and small-town character.
-
B.
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.
-
C.
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.
-
D.
Mount Santo Tomas
Mount Santo Tomas is a prominent mountain in the Philippines’ Cordillera region, known for its high elevation, cool climate, and panoramic views over Baguio City and the surrounding highlands.
-
E.
San Teodoro
San Teodoro is a popular coastal resort town in northeastern Sardinia, Italy, known for its white-sand beaches and vibrant summer tourism.
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea01c6c08190910a6ce8fb7e186d |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5434f04388190813e8beb1b5af55a |
completed | April 19, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_69e5474aad3481909c1afb385cb5889b |
completed | April 19, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e54edb9ac08190a760de11857e791c |
completed | April 19, 2026, 9:53 p.m. |
Created at: April 8, 2026, 9:33 p.m.