Triple

T8598046
Position Surface form Disambiguated ID Type / Status
Subject Pachuca metropolitan area E203599 entity
Predicate hasMunicipality P847 FINISHED
Object Zempoala
Zempoala is a historic municipality in the Mexican state of Hidalgo, known for its colonial architecture and proximity to the city of Pachuca.
E744736 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: Zempoala | Statement: [Pachuca metropolitan area, hasMunicipality, Zempoala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zempoala
Context triple: [Pachuca metropolitan area, hasMunicipality, Zempoala]
  • A. Cempoala
    Cempoala is a pre-Columbian Totonac archaeological city in modern-day Veracruz, Mexico, known for its role as an important regional center at the time of the Spanish conquest.
  • B. Jalostotitlán
    Jalostotitlán is a historic municipality and city in the Los Altos region of Jalisco, Mexico, known for its strong Catholic traditions, colonial architecture, and vibrant cultural festivals.
  • C. Tenochtitlan
    Tenochtitlan was the capital city of the Aztec Empire, a vast and sophisticated metropolis built on an island in Lake Texcoco in central Mexico.
  • D. Cēmpoalātl
    Cēmpoalātl is the Nahuatl name for Cempoala, a major pre-Columbian Totonac city in present-day Veracruz, Mexico, known for its role in early contacts with the Spanish.
  • E. Piedras Negras
    Piedras Negras is a Mexican border city in the state of Coahuila, located across the Rio Grande from Eagle Pass, Texas, and known for its industrial activity and cross-border trade.
  • 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: Zempoala
Triple: [Pachuca metropolitan area, hasMunicipality, Zempoala]
Generated description
Zempoala is a historic municipality in the Mexican state of Hidalgo, known for its colonial architecture and proximity to the city of Pachuca.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zempoala
Target entity description: Zempoala is a historic municipality in the Mexican state of Hidalgo, known for its colonial architecture and proximity to the city of Pachuca.
  • A. Cempoala
    Cempoala is a pre-Columbian Totonac archaeological city in modern-day Veracruz, Mexico, known for its role as an important regional center at the time of the Spanish conquest.
  • B. Jalostotitlán
    Jalostotitlán is a historic municipality and city in the Los Altos region of Jalisco, Mexico, known for its strong Catholic traditions, colonial architecture, and vibrant cultural festivals.
  • C. Tenochtitlan
    Tenochtitlan was the capital city of the Aztec Empire, a vast and sophisticated metropolis built on an island in Lake Texcoco in central Mexico.
  • D. Cēmpoalātl
    Cēmpoalātl is the Nahuatl name for Cempoala, a major pre-Columbian Totonac city in present-day Veracruz, Mexico, known for its role in early contacts with the Spanish.
  • E. Piedras Negras
    Piedras Negras is a Mexican border city in the state of Coahuila, located across the Rio Grande from Eagle Pass, Texas, and known for its industrial activity and cross-border trade.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46cacbe88190b95beeedc9f480b0 completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8dd86d08190a7f8e674e16dd8b6 completed April 2, 2026, 5:35 p.m.
NEDg Description generation batch_69cea9d0dad0819095134f6f8cafb4c0 completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa7025388190a3f17aca46d4858e completed April 2, 2026, 5:42 p.m.
Created at: March 30, 2026, 6:24 p.m.