Triple
T1232490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Mexico |
E26473
|
entity |
| Predicate | preColumbianCulture |
P3032
|
FINISHED |
| Object |
Matlatzinca culture
The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
|
E145138
|
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: Matlatzinca culture | Statement: [Central Mexico, preColumbianCulture, Matlatzinca culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matlatzinca culture Context triple: [Central Mexico, preColumbianCulture, Matlatzinca culture]
-
A.
Mixtec civilization
The Mixtec civilization was a pre-Columbian Mesoamerican culture renowned for its sophisticated metallurgy, intricate codices, and powerful city-states in what is now Oaxaca, Mexico.
-
B.
Zapotec civilization
The Zapotec civilization was an influential pre-Columbian culture of southern Mesoamerica, centered in the Oaxaca Valley and noted for its early writing system, monumental architecture, and complex urban centers like Monte Albán.
-
C.
Tarascan (Purépecha) civilization
The Tarascan (Purépecha) civilization was a powerful pre-Columbian Mesoamerican culture centered in western Mexico, noted for its sophisticated metallurgy, strong military state, and successful resistance to Aztec expansion.
-
D.
Mazatec
Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
-
E.
Huastec
Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
- 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: Matlatzinca culture Triple: [Central Mexico, preColumbianCulture, Matlatzinca culture]
Generated description
The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matlatzinca culture Target entity description: The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
-
A.
Mixtec civilization
The Mixtec civilization was a pre-Columbian Mesoamerican culture renowned for its sophisticated metallurgy, intricate codices, and powerful city-states in what is now Oaxaca, Mexico.
-
B.
Zapotec civilization
The Zapotec civilization was an influential pre-Columbian culture of southern Mesoamerica, centered in the Oaxaca Valley and noted for its early writing system, monumental architecture, and complex urban centers like Monte Albán.
-
C.
Tarascan (Purépecha) civilization
The Tarascan (Purépecha) civilization was a powerful pre-Columbian Mesoamerican culture centered in western Mexico, noted for its sophisticated metallurgy, strong military state, and successful resistance to Aztec expansion.
-
D.
Mazatec
Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
-
E.
Huastec
Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
- 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_69a4948571c88190a9191e451e6035fd |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be5b40208190b115a6a344402caf |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac997c6acc819099b1ae6e9ef47a8e |
completed | March 7, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69ac99ef5e308190858cf45c0707aa74 |
completed | March 7, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac9ac980f48190a23da8b222ec7601 |
completed | March 7, 2026, 9:38 p.m. |
Created at: March 1, 2026, 7:47 p.m.