Triple
T598399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paipai language |
E11437
|
entity |
| Predicate | hasSpeakerCommunity |
P5562
|
FINISHED |
| Object |
San Isidoro, Baja California
San Isidoro, Baja California is an indigenous community in Mexico known as one of the remaining centers of Paipai language speakers.
|
E74843
|
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: San Isidoro, Baja California | Statement: [Paipai language, hasSpeakerCommunity, San Isidoro, Baja California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Isidoro, Baja California Context triple: [Paipai language, hasSpeakerCommunity, San Isidoro, Baja California]
-
A.
Loreto, Baja California
Loreto, Baja California is a historic coastal town on the Gulf of California in northwestern Mexico, known as the first Spanish colonial capital of the Californias and a center of early missionary activity.
-
B.
Buenavista
Buenavista is a major transit hub and neighborhood in Mexico City that serves as a key interchange point for metro, bus rapid transit, and commuter rail services.
-
C.
Ensenada
Ensenada is a coastal city in northwestern Baja California, Mexico, known for its busy port, tourism, and nearby wine-producing valleys.
-
D.
San Lázaro
San Lázaro is a major transit hub and neighborhood in Mexico City, known for its metro and Metrobús connections and proximity to the federal legislative complex.
-
E.
Rosarito
Rosarito is a coastal resort city in northern Baja California, Mexico, known for its beaches, tourism, and proximity to the U.S. border.
- 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: San Isidoro, Baja California Triple: [Paipai language, hasSpeakerCommunity, San Isidoro, Baja California]
Generated description
San Isidoro, Baja California is an indigenous community in Mexico known as one of the remaining centers of Paipai language speakers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Isidoro, Baja California Target entity description: San Isidoro, Baja California is an indigenous community in Mexico known as one of the remaining centers of Paipai language speakers.
-
A.
Loreto, Baja California
Loreto, Baja California is a historic coastal town on the Gulf of California in northwestern Mexico, known as the first Spanish colonial capital of the Californias and a center of early missionary activity.
-
B.
Buenavista
Buenavista is a major transit hub and neighborhood in Mexico City that serves as a key interchange point for metro, bus rapid transit, and commuter rail services.
-
C.
Ensenada
Ensenada is a coastal city in northwestern Baja California, Mexico, known for its busy port, tourism, and nearby wine-producing valleys.
-
D.
San Lázaro
San Lázaro is a major transit hub and neighborhood in Mexico City, known for its metro and Metrobús connections and proximity to the federal legislative complex.
-
E.
Rosarito
Rosarito is a coastal resort city in northern Baja California, Mexico, known for its beaches, tourism, and proximity to the U.S. border.
- 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_69a4932779b881908688590d59c71900 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d776c6c819081b41a9b55041cd5 |
completed | March 1, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a51f36ab388190a418f6d4ffe91d66 |
completed | March 2, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69a51fed5cf881908565dfb8c798807a |
completed | March 2, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5206e05148190a1c8c65bad1a637a |
completed | March 2, 2026, 5:30 a.m. |
Created at: March 1, 2026, 7:35 p.m.