Triple
T18276032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talavera River |
E437735
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Talavera, Nueva Ecija
Talavera, Nueva Ecija is a landlocked agricultural municipality in the Philippines’ Central Luzon region, known for its rice farming and role as a commercial hub in Nueva Ecija.
|
E1315174
|
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: Talavera, Nueva Ecija | Statement: [Talavera River, flowsThrough, Talavera, Nueva Ecija]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talavera, Nueva Ecija Context triple: [Talavera River, flowsThrough, Talavera, Nueva Ecija]
-
A.
Paete, Laguna
Paete, Laguna is a lakeside municipality in the Philippines renowned for its centuries-old tradition of woodcarving and papier-mâché craftsmanship.
-
B.
San Miguel, Bulacan
San Miguel, Bulacan is a historic municipality in the Philippines known as the site of the Biak-na-Bato Republic, a key revolutionary government during the struggle against Spanish colonial rule.
-
C.
Rizal, Nueva Ecija
Rizal, Nueva Ecija is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines, known for its rice farming and rural communities.
-
D.
San Isidro, Nueva Ecija
San Isidro, Nueva Ecija is a municipality in the Philippines known for its agricultural economy and location within the landlocked province of Nueva Ecija in Central Luzon.
-
E.
Paete
Paete is a lakeside municipality in the Philippine province of Laguna renowned for its skilled woodcarving and papier-mâché artisans.
- 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: Talavera, Nueva Ecija Triple: [Talavera River, flowsThrough, Talavera, Nueva Ecija]
Generated description
Talavera, Nueva Ecija is a landlocked agricultural municipality in the Philippines’ Central Luzon region, known for its rice farming and role as a commercial hub in Nueva Ecija.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talavera, Nueva Ecija Target entity description: Talavera, Nueva Ecija is a landlocked agricultural municipality in the Philippines’ Central Luzon region, known for its rice farming and role as a commercial hub in Nueva Ecija.
-
A.
Paete, Laguna
Paete, Laguna is a lakeside municipality in the Philippines renowned for its centuries-old tradition of woodcarving and papier-mâché craftsmanship.
-
B.
San Miguel, Bulacan
San Miguel, Bulacan is a historic municipality in the Philippines known as the site of the Biak-na-Bato Republic, a key revolutionary government during the struggle against Spanish colonial rule.
-
C.
Rizal, Nueva Ecija
Rizal, Nueva Ecija is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines, known for its rice farming and rural communities.
-
D.
San Isidro, Nueva Ecija
San Isidro, Nueva Ecija is a municipality in the Philippines known for its agricultural economy and location within the landlocked province of Nueva Ecija in Central Luzon.
-
E.
Paete
Paete is a lakeside municipality in the Philippine province of Laguna renowned for its skilled woodcarving and papier-mâché artisans.
- 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_69d8b914530c8190b4474d862a2b2a1b |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50051bccc8190832eacdb6945d6b7 |
completed | April 19, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03b3fdff648190a738adf86d8d470b |
completed | May 12, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_6a03b4bb6ae48190a68c2a3314f0d3ba |
completed | May 12, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03b56958a0819088613a9726c71819 |
completed | May 12, 2026, 11:19 p.m. |
Created at: April 10, 2026, 10:34 a.m.