Triple

T3294143
Position Surface form Disambiguated ID Type / Status
Subject Mayagüez, Puerto Rico E69169 entity
Predicate hasUniversity P113 FINISHED
Object University of Puerto Rico at Mayagüez
The University of Puerto Rico at Mayagüez is a leading public research university and engineering powerhouse in Puerto Rico, recognized for its strong STEM programs and contributions to science and technology in the Caribbean.
E343771 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: University of Puerto Rico at Mayagüez | Statement: [Mayagüez, Puerto Rico, hasUniversity, University of Puerto Rico at Mayagüez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Puerto Rico at Mayagüez
Context triple: [Mayagüez, Puerto Rico, hasUniversity, University of Puerto Rico at Mayagüez]
  • A. University of Puerto Rico at Bayamón
    The University of Puerto Rico at Bayamón is a public regional campus in Bayamón, Puerto Rico, offering undergraduate programs with a focus on science, technology, and professional studies.
  • B. University of Puerto Rico at Aguadilla
    The University of Puerto Rico at Aguadilla is a public regional campus of Puerto Rico’s main university system, offering undergraduate programs with a focus on science, technology, and business to students in the island’s northwest region.
  • C. University of Puerto Rico at Ponce
    The University of Puerto Rico at Ponce is a public regional campus of Puerto Rico’s main university system, offering undergraduate programs and research opportunities primarily serving the southern region of the island.
  • D. University of Puerto Rico at Humacao
    The University of Puerto Rico at Humacao is a public regional campus of the University of Puerto Rico known for its strong science, technology, and marine biology programs serving the eastern region of the island.
  • E. University of Puerto Rico at Carolina
    The University of Puerto Rico at Carolina is a public regional campus of Puerto Rico’s main university system, offering undergraduate programs and professional training to students in the Carolina area.
  • 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: University of Puerto Rico at Mayagüez
Triple: [Mayagüez, Puerto Rico, hasUniversity, University of Puerto Rico at Mayagüez]
Generated description
The University of Puerto Rico at Mayagüez is a leading public research university and engineering powerhouse in Puerto Rico, recognized for its strong STEM programs and contributions to science and technology in the Caribbean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Puerto Rico at Mayagüez
Target entity description: The University of Puerto Rico at Mayagüez is a leading public research university and engineering powerhouse in Puerto Rico, recognized for its strong STEM programs and contributions to science and technology in the Caribbean.
  • A. University of Puerto Rico at Bayamón
    The University of Puerto Rico at Bayamón is a public regional campus in Bayamón, Puerto Rico, offering undergraduate programs with a focus on science, technology, and professional studies.
  • B. University of Puerto Rico at Aguadilla
    The University of Puerto Rico at Aguadilla is a public regional campus of Puerto Rico’s main university system, offering undergraduate programs with a focus on science, technology, and business to students in the island’s northwest region.
  • C. University of Puerto Rico at Ponce
    The University of Puerto Rico at Ponce is a public regional campus of Puerto Rico’s main university system, offering undergraduate programs and research opportunities primarily serving the southern region of the island.
  • D. University of Puerto Rico at Humacao
    The University of Puerto Rico at Humacao is a public regional campus of the University of Puerto Rico known for its strong science, technology, and marine biology programs serving the eastern region of the island.
  • E. University of Puerto Rico at Carolina
    The University of Puerto Rico at Carolina is a public regional campus of Puerto Rico’s main university system, offering undergraduate programs and professional training to students in the Carolina area.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb07661748190bf57469e101c5283 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e86b8e04819091f4a4ae6d6a87ad completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2e8f6a7c48190bc457f348c3a7179 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e986dcc88190bd3daa6c6fdcb50e completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.