Triple

T8598069
Position Surface form Disambiguated ID Type / Status
Subject Pachuca metropolitan area E203599 entity
Predicate hasStatisticalDefinitionBy P47606 FINISHED
Object INEGI
INEGI is Mexico’s national statistics and geography institute responsible for producing official demographic, economic, and geographic data for the country.
E744742 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: INEGI | Statement: [Pachuca metropolitan area, hasStatisticalDefinitionBy, INEGI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: INEGI
Context triple: [Pachuca metropolitan area, hasStatisticalDefinitionBy, INEGI]
  • A. Instituto Nacional de Estadísticas
    The Instituto Nacional de Estadísticas is Chile’s official national statistics agency responsible for producing and disseminating key demographic, social, and economic data.
  • B. 2020 Mexican census
    The 2020 Mexican census is the nationwide population and housing count conducted by Mexico’s national statistics institute (INEGI), notable for being the first to officially include Afro-Mexicans as a distinct ethnic group.
  • C. Secretariat of Social Development of Mexico
    The Secretariat of Social Development of Mexico is a federal government ministry responsible for designing and implementing national social policy and poverty reduction programs.
  • D. National Administrative Department of Statistics of Colombia
    The National Administrative Department of Statistics of Colombia is the country’s official government agency responsible for producing, coordinating, and disseminating national statistics and demographic data.
  • E. Instituto Nacional Indigenista
    The Instituto Nacional Indigenista was a Mexican government institution dedicated to designing and implementing policies and programs for the welfare, integration, and cultural preservation of the country’s Indigenous peoples.
  • 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: INEGI
Triple: [Pachuca metropolitan area, hasStatisticalDefinitionBy, INEGI]
Generated description
INEGI is Mexico’s national statistics and geography institute responsible for producing official demographic, economic, and geographic data for the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: INEGI
Target entity description: INEGI is Mexico’s national statistics and geography institute responsible for producing official demographic, economic, and geographic data for the country.
  • A. Instituto Nacional de Estadísticas
    The Instituto Nacional de Estadísticas is Chile’s official national statistics agency responsible for producing and disseminating key demographic, social, and economic data.
  • B. 2020 Mexican census
    The 2020 Mexican census is the nationwide population and housing count conducted by Mexico’s national statistics institute (INEGI), notable for being the first to officially include Afro-Mexicans as a distinct ethnic group.
  • C. Secretariat of Social Development of Mexico
    The Secretariat of Social Development of Mexico is a federal government ministry responsible for designing and implementing national social policy and poverty reduction programs.
  • D. National Administrative Department of Statistics of Colombia
    The National Administrative Department of Statistics of Colombia is the country’s official government agency responsible for producing, coordinating, and disseminating national statistics and demographic data.
  • E. Instituto Nacional Indigenista
    The Instituto Nacional Indigenista was a Mexican government institution dedicated to designing and implementing policies and programs for the welfare, integration, and cultural preservation of the country’s Indigenous peoples.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasStatisticalDefinitionBy
Context triple: [Pachuca metropolitan area, hasStatisticalDefinitionBy, INEGI]
  • A. hasStatisticalRole
    Indicates that an entity participates in a context (such as a study, dataset, or analysis) with a specific statistical function or role (e.g., variable, parameter, estimator).
  • B. statisticalDefinitionAuthority chosen
    Indicates the organization or entity that has official responsibility for defining or authoritatively specifying a particular statistical concept, measure, or methodology.
  • C. statisticalDefinitionUsedBy
    Indicates that a particular statistical definition is employed or applied by a given entity (such as a method, model, or analysis).
  • D. hasStatistics
    Indicates that an entity is associated with one or more statistical measures, records, or summaries describing its quantitative properties or performance.
  • E. statisticalType
    Indicates that one entity specifies the kind or category of statistical characterization or measurement that applies to another entity.
  • 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_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.
PD Predicate disambiguation batch_69cc454504448190aaad2af8b17357cd completed March 31, 2026, 10:05 p.m.
Created at: March 30, 2026, 6:24 p.m.