Triple
T3770852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pampanga |
E83192
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
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.
|
E386377
|
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: Santo Tomas | Statement: [Pampanga, hasMunicipality, Santo Tomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Santo Tomas Context triple: [Pampanga, hasMunicipality, Santo Tomas]
-
A.
Santa Bárbara
Santa Bárbara is a small Chilean town in the Biobío Region known for its rural character and proximity to the Biobío River and surrounding forests.
-
B.
Santa Bárbara
Santa Bárbara is a civil parish within the municipality of Ponta Delgada in the Azores, Portugal.
-
C.
Royal University of San Felipe
The Royal University of San Felipe was a colonial-era higher education institution in Santiago, Chile, that served as the principal university of the Captaincy General of Chile under Spanish rule.
-
D.
San Ildefonso College
San Ildefonso College is a historic former Jesuit educational institution in Mexico City, renowned as a cradle of Mexican muralism and an important cultural and architectural landmark.
-
E.
San Vicente
San Vicente is a coastal municipality in the Philippine province of Northern Samar known for its island communities and fishing-based local economy.
- 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: Santo Tomas Triple: [Pampanga, hasMunicipality, Santo Tomas]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Santo Tomas Target entity description: 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.
-
A.
Santa Bárbara
Santa Bárbara is a small Chilean town in the Biobío Region known for its rural character and proximity to the Biobío River and surrounding forests.
-
B.
Santa Bárbara
Santa Bárbara is a civil parish within the municipality of Ponta Delgada in the Azores, Portugal.
-
C.
Royal University of San Felipe
The Royal University of San Felipe was a colonial-era higher education institution in Santiago, Chile, that served as the principal university of the Captaincy General of Chile under Spanish rule.
-
D.
San Ildefonso College
San Ildefonso College is a historic former Jesuit educational institution in Mexico City, renowned as a cradle of Mexican muralism and an important cultural and architectural landmark.
-
E.
San Vicente
San Vicente is a coastal municipality in the Philippine province of Northern Samar known for its island communities and fishing-based local economy.
- 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_69ad8b235e608190b5a2b1d1bfcef50b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcc307cf8819090730b5e697bb197 |
completed | March 8, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e5287908819084319b8dfa407635 |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e61c8dc881908e298528b1e42c0c |
completed | March 14, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e686bf2c8190aac01d6c1014c1d4 |
completed | March 14, 2026, 4:39 a.m. |
Created at: March 8, 2026, 3:36 p.m.