Triple
T18003122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isabela Province |
E430675
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Sto. Tomas
Sto. Tomas is a municipality in the province of Isabela in the Cagayan Valley region of the Philippines, known primarily as an agricultural community.
|
E1303011
|
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: Sto. Tomas | Statement: [Isabela Province, hasMunicipality, Sto. Tomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sto. Tomas Context triple: [Isabela Province, hasMunicipality, Sto. Tomas]
-
A.
Sto. Tomas
Sto. Tomas is a rapidly developing municipality in the province of Batangas in the Philippines, known for its industrial parks and proximity to Mount Makiling.
-
B.
Sta. Cruz
Sta. Cruz is a coastal municipality in the province of Ilocos Sur in the Philippines, known for its agricultural economy and proximity to the South China Sea.
-
C.
Sta. Cruz
Sta. Cruz is a coastal municipality in the province of Zambales in the Philippines, known for its fishing communities and proximity to the West Philippine Sea.
-
D.
Santo Tomas
Santo Tomas is a small inland municipality in the province of Pampanga in the Philippines, known for its agricultural communities and proximity to major Central Luzon urban centers.
-
E.
Santo Tomas
Santo Tomas is a landlocked agricultural municipality in the province of Davao del Norte on the island of Mindanao in the 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: Sto. Tomas Triple: [Isabela Province, hasMunicipality, Sto. Tomas]
Generated description
Sto. Tomas is a municipality in the province of Isabela in the Cagayan Valley region of the Philippines, known primarily as an agricultural community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sto. Tomas Target entity description: Sto. Tomas is a municipality in the province of Isabela in the Cagayan Valley region of the Philippines, known primarily as an agricultural community.
-
A.
Sto. Tomas
Sto. Tomas is a rapidly developing municipality in the province of Batangas in the Philippines, known for its industrial parks and proximity to Mount Makiling.
-
B.
Sta. Cruz
Sta. Cruz is a coastal municipality in the province of Zambales in the Philippines, known for its fishing communities and proximity to the West Philippine Sea.
-
C.
Sta. Cruz
Sta. Cruz is a coastal municipality in the province of Ilocos Sur in the Philippines, known for its agricultural economy and proximity to the South China Sea.
-
D.
Santo Tomas
Santo Tomas is a small inland municipality in the province of Pampanga in the Philippines, known for its agricultural communities and proximity to major Central Luzon urban centers.
-
E.
Santo Tomas
Santo Tomas is a landlocked agricultural municipality in the province of Davao del Norte on the island of Mindanao in the 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b3ea60608190b977644e946407b7 |
completed | April 19, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349a493048190945f3ba2215b3f20 |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034c8ab80c81908d113e0c878b3b91 |
completed | May 12, 2026, 3:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034d183ea48190ac939503ad63b39f |
completed | May 12, 2026, 3:54 p.m. |
Created at: April 10, 2026, 10:23 a.m.