Triple

T1546499
Position Surface form Disambiguated ID Type / Status
Subject Silicon Valley of Mexico E32988 entity
Predicate associatedWithCluster P31100 FINISHED
Object Guadalajara tech cluster E4336 NE FINISHED

How this triple was built (3 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: Guadalajara tech cluster | Statement: [Silicon Valley of Mexico, associatedWithCluster, Guadalajara tech cluster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guadalajara tech cluster
Context triple: [Silicon Valley of Mexico, associatedWithCluster, Guadalajara tech cluster]
  • A. Silicon Valley of Mexico
    Silicon Valley of Mexico is a nickname for Guadalajara, highlighting its role as a major Mexican hub for technology, innovation, and software development.
  • B. Guadalajara chosen
    Guadalajara is a large cultural and economic hub in western Mexico, renowned for its colonial architecture, mariachi music, and role as a major center of industry and technology.
  • C. Tecate urban area
    Tecate urban area is the main populated city zone of the border municipality of Tecate in Baja California, Mexico, known for its role as a regional commercial and industrial center.
  • D. Mexican megalopolis
    The Mexican megalopolis is a vast, densely populated urban region in central Mexico that encompasses Greater Mexico City and several surrounding metropolitan areas, forming one of the largest continuous urban zones in the country.
  • E. Orizaba metropolitan area
    The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: associatedWithCluster
Context triple: [Silicon Valley of Mexico, associatedWithCluster, Guadalajara tech cluster]
  • A. associatedWithCondition
    Indicates that an entity has a relevant connection or linkage to a particular condition (such as a disease, state, or circumstance), without specifying the nature or strength of that connection.
  • B. associatedWithUnit
    Indicates that one entity has a connection, linkage, or affiliation with a particular unit (such as a division, department, or organizational subunit).
  • C. associatedWithManager
    Indicates that an entity has a managerial connection or relationship with a specific manager.
  • D. associatedWithRule
    Indicates that an entity is linked or connected to a specific rule, such as being governed, constrained, or defined by that rule.
  • E. associatedWithRank
    Indicates a relationship where an entity is linked to a specific rank, level, or hierarchical position.
  • 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa574094048190a2d7fc3ac904d51e completed March 6, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad309dcc3c819096a796a330a16de1 completed March 8, 2026, 8:17 a.m.
PD Predicate disambiguation batch_69a907b426dc8190975c024a50955368 completed March 5, 2026, 4:33 a.m.
PDg Predicate description generation batch_69aa573ee8e0819084abf59f1ddbd1da completed March 6, 2026, 4:25 a.m.
Created at: March 4, 2026, 7:26 p.m.