Triple
T7457100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cajeme |
E172151
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Esperanza, Sonora
Esperanza, Sonora is a town within the municipality of Cajeme in the Mexican state of Sonora, known primarily as a small agricultural and residential community near Ciudad Obregón.
|
E665821
|
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: Esperanza, Sonora | Statement: [Cajeme, hasSettlement, Esperanza, Sonora]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esperanza, Sonora Context triple: [Cajeme, hasSettlement, Esperanza, Sonora]
-
A.
Pueblo Yaqui, Sonora
Pueblo Yaqui, Sonora is a town in the Mexican state of Sonora that serves as one of the principal settlements of the Yaqui Indigenous people.
-
B.
Acaponeta
Acaponeta is a town and municipality in the Mexican state of Nayarit, known for its agricultural economy and location near the Acaponeta River.
-
C.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
D.
Comitán de Domínguez
Comitán de Domínguez is a historic city in southeastern Mexico known for its colonial architecture, cultural traditions, and role in the independence movement of Chiapas.
-
E.
Tubac
Tubac is a historic village in southern Arizona that began as a Spanish colonial presidio and is now known for its art colony and cultural heritage.
- 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: Esperanza, Sonora Triple: [Cajeme, hasSettlement, Esperanza, Sonora]
Generated description
Esperanza, Sonora is a town within the municipality of Cajeme in the Mexican state of Sonora, known primarily as a small agricultural and residential community near Ciudad Obregón.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Esperanza, Sonora Target entity description: Esperanza, Sonora is a town within the municipality of Cajeme in the Mexican state of Sonora, known primarily as a small agricultural and residential community near Ciudad Obregón.
-
A.
Pueblo Yaqui, Sonora
Pueblo Yaqui, Sonora is a town in the Mexican state of Sonora that serves as one of the principal settlements of the Yaqui Indigenous people.
-
B.
Acaponeta
Acaponeta is a town and municipality in the Mexican state of Nayarit, known for its agricultural economy and location near the Acaponeta River.
-
C.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
D.
Comitán de Domínguez
Comitán de Domínguez is a historic city in southeastern Mexico known for its colonial architecture, cultural traditions, and role in the independence movement of Chiapas.
-
E.
Tubac
Tubac is a historic village in southern Arizona that began as a Spanish colonial presidio and is now known for its art colony and cultural heritage.
- 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_69c68a66554c8190add75c65942c0317 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f3b0780881909e645160dd49eb57 |
completed | March 27, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827c73ce081909e31e272c8a752b6 |
completed | March 28, 2026, 7:11 p.m. |
| NEDg | Description generation | batch_69c82bd3fe8c819098afb0d51e69383b |
completed | March 28, 2026, 7:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82c2437d08190a1b4cf44cd51df03 |
completed | March 28, 2026, 7:29 p.m. |
Created at: March 27, 2026, 3:15 p.m.