Triple
T16884416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chontales Department |
E421501
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Santo Tomás
Santo Tomás is a municipality in Nicaragua’s Chontales Department, known for its agricultural activities and small-town regional center role.
|
E1238977
|
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 Tomás | Statement: [Chontales Department, hasMunicipality, Santo Tomás]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Santo Tomás Context triple: [Chontales Department, hasMunicipality, Santo Tomás]
-
A.
Santo Tomás
Santo Tomás is a town in the Cusco Region of Peru that serves as the administrative and commercial center of Chumbivilcas Province.
-
B.
Santo Tomás
Santo Tomás is a small settlement within Cuba’s Ciénaga de Zapata region, known for its proximity to extensive wetlands and rich biodiversity.
-
C.
Santo Tomás
Santo Tomás is a municipality in El Salvador known for its rural character and proximity to the capital, San Salvador.
-
D.
Santo Tomas
Santo Tomas is a barangay (village-level administrative division) located in the municipality of San Felipe in the province of Zambales, Philippines.
-
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: Santo Tomás Triple: [Chontales Department, hasMunicipality, Santo Tomás]
Generated description
Santo Tomás is a municipality in Nicaragua’s Chontales Department, known for its agricultural activities and small-town regional center role.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Santo Tomás Target entity description: Santo Tomás is a municipality in Nicaragua’s Chontales Department, known for its agricultural activities and small-town regional center role.
-
A.
Santo Tomás
Santo Tomás is a municipality in El Salvador known for its rural character and proximity to the capital, San Salvador.
-
B.
Santo Tomás
Santo Tomás is a town in the Cusco Region of Peru that serves as the administrative and commercial center of Chumbivilcas Province.
-
C.
Santo Tomás
Santo Tomás is a small settlement within Cuba’s Ciénaga de Zapata region, known for its proximity to extensive wetlands and rich biodiversity.
-
D.
Santo Tomas
Santo Tomas is a barangay (village-level administrative division) located in the municipality of San Felipe in the province of Zambales, Philippines.
-
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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3bbbf0cec819084216807601afad1 |
completed | April 18, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2baece88190ad9821219dff7e27 |
completed | May 10, 2026, 5:39 p.m. |
| NEDg | Description generation | batch_6a00c3719c88819080279147f9bc415e |
completed | May 10, 2026, 5:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c4850dec819085ae8b51c94c11e7 |
completed | May 10, 2026, 5:46 p.m. |
Created at: April 10, 2026, 5:29 a.m.