Triple

T869330
Position Surface form Disambiguated ID Type / Status
Subject Aztec Empire E18773 entity
Predicate educationInstitution P2858 FINISHED
Object calmecac
Calmecac was an elite Aztec school where children of nobles were rigorously trained in religion, governance, warfare, and high culture to become future leaders and priests.
 E100941 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: calmecac | Statement: [Aztec Empire, educationInstitution, calmecac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: calmecac
Context triple: [Aztec Empire, educationInstitution, calmecac]
  • A. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • B. Muspilli
    Muspilli is an Old High German eschatological poem that vividly depicts the Last Judgment and the end of the world.
  • C. Totonac
    Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • D. Itzamna
    Itzamna is a major Maya creator god associated with the sky, wisdom, writing, and rulership in ancient Mesoamerican religion.
  • E. 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.
  • 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: calmecac
Triple: [Aztec Empire, educationInstitution, calmecac]
Generated description
Calmecac was an elite Aztec school where children of nobles were rigorously trained in religion, governance, warfare, and high culture to become future leaders and priests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: calmecac
Target entity description: Calmecac was an elite Aztec school where children of nobles were rigorously trained in religion, governance, warfare, and high culture to become future leaders and priests.
  • A. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • B. Muspilli
    Muspilli is an Old High German eschatological poem that vividly depicts the Last Judgment and the end of the world.
  • C. Totonac
    Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • D. Itzamna
    Itzamna is a major Maya creator god associated with the sky, wisdom, writing, and rulership in ancient Mesoamerican religion.
  • E. 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.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac811e548190a72b7a10b5ea8665 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3c9e7ec819081d58634fe0efdcb completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a44c2d5881909d006ddf9f9ed694 completed March 4, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69a7a4a811bc819093bd436de45afa97 completed March 4, 2026, 3:19 a.m.
Created at: March 1, 2026, 7:39 p.m.