Triple

T12016428
Position Surface form Disambiguated ID Type / Status
Subject Caddo Parish, Louisiana E286036 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Southern University at Shreveport
Southern University at Shreveport is a public, historically Black community college in Shreveport, Louisiana, and a member of the Southern University System.
E969315 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: Southern University at Shreveport | Statement: [Caddo Parish, Louisiana, hasHigherEducationInstitution, Southern University at Shreveport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern University at Shreveport
Context triple: [Caddo Parish, Louisiana, hasHigherEducationInstitution, Southern University at Shreveport]
  • A. Southern University and A&M College
    Southern University and A&M College is a public historically Black land-grant university and the flagship institution of the Southern University System.
  • B. 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.
  • C. Grambling State University
    Grambling State University is a historically Black public university in Grambling, Louisiana, renowned for its strong athletic programs and cultural legacy.
  • D. 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.
  • E. Southern University System
    The Southern University System is a public historically Black university system in Louisiana that oversees multiple campuses, including Southern University and A&M College in Baton Rouge.
  • 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: Southern University at Shreveport
Triple: [Caddo Parish, Louisiana, hasHigherEducationInstitution, Southern University at Shreveport]
Generated description
Southern University at Shreveport is a public, historically Black community college in Shreveport, Louisiana, and a member of the Southern University System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern University at Shreveport
Target entity description: Southern University at Shreveport is a public, historically Black community college in Shreveport, Louisiana, and a member of the Southern University System.
  • A. Southern University and A&M College
    Southern University and A&M College is a public historically Black land-grant university and the flagship institution of the Southern University System.
  • B. 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.
  • C. Grambling State University
    Grambling State University is a historically Black public university in Grambling, Louisiana, renowned for its strong athletic programs and cultural legacy.
  • D. 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.
  • E. Southern University System
    The Southern University System is a public historically Black university system in Louisiana that oversees multiple campuses, including Southern University and A&M College in Baton Rouge.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d9b17881908894be80d7c1b64e completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a5f724c819082aa589372dff020 completed May 2, 2026, 2:29 p.m.
NEDg Description generation batch_69f60bda16e48190af8abc0aa8ef41f0 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60cd51d34819099927fee476958ea completed May 2, 2026, 2:40 p.m.
Created at: April 8, 2026, 9:47 p.m.