Triple

T4619493
Position Surface form Disambiguated ID Type / Status
Subject Telpochcalli E100942 entity
Predicate contrastedWith P278 FINISHED
Object Calmecac
Calmecac was an elite Aztec school where children of nobles received rigorous education in religion, governance, warfare, and high culture to prepare them for leadership roles.
 E460851 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: [Telpochcalli, contrastedWith, Calmecac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Calmecac
Context triple: [Telpochcalli, contrastedWith, Calmecac]
  • A. Telpochcalli
    Telpochcalli was a type of Aztec school primarily attended by commoner youths, where they received military training and basic civic and religious instruction.
  • B. Uaxactún
    Uaxactún is an ancient Maya archaeological site in northern Guatemala, renowned for its early astronomical observatories and well-preserved architecture.
  • C. Palenque
    Palenque is an ancient Maya city in modern-day Chiapas, Mexico, renowned for its well-preserved temples, palaces, and intricate inscriptions.
  • D. Tres Zapotes
    Tres Zapotes is an important pre-Columbian archaeological site in Veracruz, Mexico, known for its monumental stone sculptures and as a key center of the Olmec and later Epi-Olmec cultures.
  • E. Calakmul
    Calakmul is a major ancient Maya city and archaeological site in the jungles of Mexico’s Yucatán Peninsula, known for its massive pyramids and extensive ruins.
  • 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: [Telpochcalli, contrastedWith, Calmecac]
Generated description
Calmecac was an elite Aztec school where children of nobles received rigorous education in religion, governance, warfare, and high culture to prepare them for leadership roles.
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 received rigorous education in religion, governance, warfare, and high culture to prepare them for leadership roles.
  • A. Telpochcalli
    Telpochcalli was a type of Aztec school primarily attended by commoner youths, where they received military training and basic civic and religious instruction.
  • B. Uaxactún
    Uaxactún is an ancient Maya archaeological site in northern Guatemala, renowned for its early astronomical observatories and well-preserved architecture.
  • C. Palenque
    Palenque is an ancient Maya city in modern-day Chiapas, Mexico, renowned for its well-preserved temples, palaces, and intricate inscriptions.
  • D. Tres Zapotes
    Tres Zapotes is an important pre-Columbian archaeological site in Veracruz, Mexico, known for its monumental stone sculptures and as a key center of the Olmec and later Epi-Olmec cultures.
  • E. Calakmul
    Calakmul is a major ancient Maya city and archaeological site in the jungles of Mexico’s Yucatán Peninsula, known for its massive pyramids and extensive ruins.
  • 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_69bd43cf363c819087fd5ab441b4a3f4 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd59e3e6948190925e2cfad20dcc8c completed March 20, 2026, 2:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69be035a44f08190900bc6898a40e4e9 completed March 21, 2026, 2:32 a.m.
NEDg Description generation batch_69be03e3e290819080ff03c0b43296fa completed March 21, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69be04af089c8190b6b0dfae4bb71b4a completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:12 p.m.