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.