Triple

T3703285
Position Surface form Disambiguated ID Type / Status
Subject Shreveport E80831 entity
Predicate hasUniversity P113 FINISHED
Object Louisiana State University Shreveport
Louisiana State University Shreveport is a public university in Shreveport, Louisiana, offering undergraduate and graduate programs as part of the Louisiana State University System.
E382322 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: Louisiana State University Shreveport | Statement: [Shreveport, hasUniversity, Louisiana State University Shreveport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana State University Shreveport
Context triple: [Shreveport, hasUniversity, Louisiana State University Shreveport]
  • A. University of Louisiana at Lafayette
    The University of Louisiana at Lafayette is a public research university in Lafayette, Louisiana, known for its strong engineering, computer science, and environmental sciences programs.
  • B. University of New Orleans
    The University of New Orleans is a public research university located in New Orleans, Louisiana, known for its programs in engineering, business, and the liberal arts.
  • C. University of Louisiana System
    The University of Louisiana System is a public university system in the U.S. state of Louisiana that oversees multiple four-year institutions across the state.
  • D. Louisiana State University
    Louisiana State University is a major public research university in Baton Rouge, Louisiana, best known for its prominent athletics programs and membership in the NCAA Division I Football Bowl Subdivision.
  • E. University of Louisiana at Monroe
    The University of Louisiana at Monroe is a public university in northeastern Louisiana known for its programs in pharmacy, health sciences, business, and aviation.
  • 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: Louisiana State University Shreveport
Triple: [Shreveport, hasUniversity, Louisiana State University Shreveport]
Generated description
Louisiana State University Shreveport is a public university in Shreveport, Louisiana, offering undergraduate and graduate programs as part of the Louisiana State University System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana State University Shreveport
Target entity description: Louisiana State University Shreveport is a public university in Shreveport, Louisiana, offering undergraduate and graduate programs as part of the Louisiana State University System.
  • A. University of Louisiana at Lafayette
    The University of Louisiana at Lafayette is a public research university in Lafayette, Louisiana, known for its strong engineering, computer science, and environmental sciences programs.
  • B. University of New Orleans
    The University of New Orleans is a public research university located in New Orleans, Louisiana, known for its programs in engineering, business, and the liberal arts.
  • C. University of Louisiana System
    The University of Louisiana System is a public university system in the U.S. state of Louisiana that oversees multiple four-year institutions across the state.
  • D. Louisiana State University
    Louisiana State University is a major public research university in Baton Rouge, Louisiana, best known for its prominent athletics programs and membership in the NCAA Division I Football Bowl Subdivision.
  • E. University of Louisiana at Monroe
    The University of Louisiana at Monroe is a public university in northeastern Louisiana known for its programs in pharmacy, health sciences, business, and aviation.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54925b48190b23d2a14ef825abc completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdf822348190bf95f7d119c6265a completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4d1f486c48190b0206beb7f913eb0 completed March 14, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_69b4d29d8b688190b6ece3d8d65bc16c completed March 14, 2026, 3:14 a.m.
Created at: March 8, 2026, 3:33 p.m.