Triple
T4216774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ocoyoacac |
E94236
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Tianguistenco
Tianguistenco is a municipality in the State of Mexico known for its industrial activity and proximity to Toluca in central Mexico.
|
E425181
|
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: Tianguistenco | Statement: [Ocoyoacac, borderedBy, Tianguistenco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tianguistenco Context triple: [Ocoyoacac, borderedBy, Tianguistenco]
-
A.
Quintero
Quintero is a coastal Chilean city known for its beaches, port activities, and role as part of the Valparaíso Region’s industrial and tourism corridor.
-
B.
Pachuca
Pachuca is a historic mining city and the capital of the state of Hidalgo in central Mexico, known for its silver production and distinctive English-influenced architecture.
-
C.
Zapallar
Zapallar is a coastal town and popular beach resort in central Chile, known for its scenic bay, upscale summer homes, and tranquil atmosphere.
-
D.
Choachí
Choachí is a mountainous municipality in the Cundinamarca Department of Colombia, known for its cool climate, natural landscapes, and proximity to Bogotá.
-
E.
Cerro Porteño
Cerro Porteño is one of Paraguay’s most popular and successful football clubs, best known for its intense rivalry with Club Olimpia in the Asunción derby.
- 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: Tianguistenco Triple: [Ocoyoacac, borderedBy, Tianguistenco]
Generated description
Tianguistenco is a municipality in the State of Mexico known for its industrial activity and proximity to Toluca in central Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tianguistenco Target entity description: Tianguistenco is a municipality in the State of Mexico known for its industrial activity and proximity to Toluca in central Mexico.
-
A.
Quintero
Quintero is a coastal Chilean city known for its beaches, port activities, and role as part of the Valparaíso Region’s industrial and tourism corridor.
-
B.
Pachuca
Pachuca is a historic mining city and the capital of the state of Hidalgo in central Mexico, known for its silver production and distinctive English-influenced architecture.
-
C.
Zapallar
Zapallar is a coastal town and popular beach resort in central Chile, known for its scenic bay, upscale summer homes, and tranquil atmosphere.
-
D.
Choachí
Choachí is a mountainous municipality in the Cundinamarca Department of Colombia, known for its cool climate, natural landscapes, and proximity to Bogotá.
-
E.
Cerro Porteño
Cerro Porteño is one of Paraguay’s most popular and successful football clubs, best known for its intense rivalry with Club Olimpia in the Asunción derby.
- 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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34bea284081909beaded9873f0852 |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a855cfc08190acceced9cb80f41a |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8e024a081909e7ecbe969793281 |
completed | March 14, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5acefd1f881908226ff68a741552b |
completed | March 14, 2026, 6:46 p.m. |
Created at: March 12, 2026, 11:04 p.m.