Triple

T7866291
Position Surface form Disambiguated ID Type / Status
Subject Philip Drucker E182622 entity
Predicate ethnicGroupStudied P18968 FINISHED
Object Mesoamerican peoples
Mesoamerican peoples are the diverse indigenous civilizations of pre-Columbian Central America and southern Mexico, known for advanced agriculture, monumental architecture, complex writing systems, and rich religious and artistic traditions.
E701051 NE FINISHED

How this triple was built (5 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: Mesoamerican peoples | Statement: [Philip Drucker, ethnicGroupStudied, Mesoamerican peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mesoamerican peoples
Context triple: [Philip Drucker, ethnicGroupStudied, Mesoamerican peoples]
  • A. Maya peoples
    The Maya peoples are a diverse group of Indigenous Mesoamerican communities known for their advanced pre-Columbian civilizations, including achievements in writing, astronomy, mathematics, and monumental architecture, who continue to inhabit regions of Mexico and Central America today.
  • B. 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.
  • C. indigenous peoples of Mexico
    The indigenous peoples of Mexico are the diverse original inhabitants of the region, encompassing numerous distinct cultures, languages, and traditions that long predate Spanish colonization.
  • D. Chichimeca peoples
    The Chichimeca peoples were a diverse group of semi-nomadic indigenous cultures of northern Mexico known for their hunting-gathering lifestyle and resistance to Mesoamerican and later Spanish expansion.
  • E. Totonac
    Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • 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: Mesoamerican peoples
Triple: [Philip Drucker, ethnicGroupStudied, Mesoamerican peoples]
Generated description
Mesoamerican peoples are the diverse indigenous civilizations of pre-Columbian Central America and southern Mexico, known for advanced agriculture, monumental architecture, complex writing systems, and rich religious and artistic traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mesoamerican peoples
Target entity description: Mesoamerican peoples are the diverse indigenous civilizations of pre-Columbian Central America and southern Mexico, known for advanced agriculture, monumental architecture, complex writing systems, and rich religious and artistic traditions.
  • A. Maya peoples
    The Maya peoples are a diverse group of Indigenous Mesoamerican communities known for their advanced pre-Columbian civilizations, including achievements in writing, astronomy, mathematics, and monumental architecture, who continue to inhabit regions of Mexico and Central America today.
  • B. 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.
  • C. indigenous peoples of Mexico
    The indigenous peoples of Mexico are the diverse original inhabitants of the region, encompassing numerous distinct cultures, languages, and traditions that long predate Spanish colonization.
  • D. Chichimeca peoples
    The Chichimeca peoples were a diverse group of semi-nomadic indigenous cultures of northern Mexico known for their hunting-gathering lifestyle and resistance to Mesoamerican and later Spanish expansion.
  • E. Totonac
    Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ethnicGroupStudied
Context triple: [Philip Drucker, ethnicGroupStudied, Mesoamerican peoples]
  • A. ethnicGroupResearched chosen
    Indicates that a particular ethnic group is the subject or focus of a research activity or study conducted by an entity.
  • B. ethnicGroupOfCountry
    Indicates that a particular ethnic group is associated with, or forms part of the population of, a given country.
  • C. ethnolinguisticGroups
    Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
  • D. otherEthnicGroup
    Indicates that one entity belongs to a different ethnic group than the other entity.
  • E. dominantEthnicGroups
    Indicates that the specified ethnic groups hold primary demographic, cultural, or political prominence within a given region or population.
  • F. None of above.

Provenance (6 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_69ca82894d9081908a832bfce71a4714 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3844eacc81908f8e1e5fc4dafec8 completed March 31, 2026, 2:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b5908a88190bc00f0d6dbde0b58 completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762fda2c81908ed508e12cabb938 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf706e888190bfd08d9d78945c49 completed March 31, 2026, 12:34 p.m.
PD Predicate disambiguation batch_69cae925ca388190ae4a01fa76e957e8 completed March 30, 2026, 9:20 p.m.
Created at: March 30, 2026, 4:54 p.m.