Triple

T7788513
Position Surface form Disambiguated ID Type / Status
Subject Bucaramanga E187310 entity
Predicate hasUniversity P113 FINISHED
Object Universidad Industrial de Santander
Universidad Industrial de Santander is a major public research university in Colombia known for its strong engineering, science, and technology programs.
 E692934 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: Universidad Industrial de Santander | Statement: [Bucaramanga, hasUniversity, Universidad Industrial de Santander]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universidad Industrial de Santander
Context triple: [Bucaramanga, hasUniversity, Universidad Industrial de Santander]
  • A. Universidad del Atlántico
    Universidad del Atlántico is a major public higher education institution in Colombia’s Caribbean region, recognized for its academic programs, research, and cultural influence.
  • B. Universidad del Valle
    Universidad del Valle is a major public research university in Colombia, recognized for its academic strength and regional leadership in the southwest of the country.
  • C. Universidad de La Sabana
    Universidad de La Sabana is a private Colombian university known for its strong academic programs, research focus, and modern campus located near Bogotá.
  • D. Francisco de Paula Santander University
    Francisco de Paula Santander University is a Colombian higher education institution named in honor of independence leader Francisco de Paula Santander, offering a range of academic programs and research activities.
  • E. Universidad de los Llanos
    Universidad de los Llanos is a Colombian public university known for its focus on agricultural, environmental, and regional development studies in the Orinoquía (Llanos) region.
  • 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: Universidad Industrial de Santander
Triple: [Bucaramanga, hasUniversity, Universidad Industrial de Santander]
Generated description
Universidad Industrial de Santander is a major public research university in Colombia known for its strong engineering, science, and technology programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Universidad Industrial de Santander
Target entity description: Universidad Industrial de Santander is a major public research university in Colombia known for its strong engineering, science, and technology programs.
  • A. Universidad del Atlántico
    Universidad del Atlántico is a major public higher education institution in Colombia’s Caribbean region, recognized for its academic programs, research, and cultural influence.
  • B. Universidad del Valle
    Universidad del Valle is a major public research university in Colombia, recognized for its academic strength and regional leadership in the southwest of the country.
  • C. Universidad de La Sabana
    Universidad de La Sabana is a private Colombian university known for its strong academic programs, research focus, and modern campus located near Bogotá.
  • D. Francisco de Paula Santander University
    Francisco de Paula Santander University is a Colombian higher education institution named in honor of independence leader Francisco de Paula Santander, offering a range of academic programs and research activities.
  • E. Universidad de los Llanos
    Universidad de los Llanos is a Colombian public university known for its focus on agricultural, environmental, and regional development studies in the Orinoquía (Llanos) region.
  • 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_69ca82af2d2c8190963861f5e0b8bf21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cae7e8a0d08190b6d4ca560681eb35 completed March 30, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf61f77808190a5a1814fe1cb7ae1 completed March 30, 2026, 10:15 p.m.
NEDg Description generation batch_69caf81ff934819094f8089b0bd8dde7 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69cafa512e748190a52fe462d3d59f06 completed March 30, 2026, 10:33 p.m.
Created at: March 30, 2026, 4:24 p.m.