Triple

T6194943
Position Surface form Disambiguated ID Type / Status
Subject Grambling State University E138486 entity
Predicate formerName P65 FINISHED
Object Louisiana Negro Normal and Industrial Institute
Louisiana Negro Normal and Industrial Institute was the original name of the historically Black institution that later became Grambling State University in Louisiana.
E577821 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 Negro Normal and Industrial Institute | Statement: [Grambling State University, formerName, Louisiana Negro Normal and Industrial Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Negro Normal and Industrial Institute
Context triple: [Grambling State University, formerName, Louisiana Negro Normal and Industrial Institute]
  • A. State Normal School for Colored Students
    State Normal School for Colored Students was the original teacher-training institution for African American students that later evolved into Alabama State University.
  • B. 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.
  • C. State Normal School for Colored Persons
    State Normal School for Colored Persons was the original name of what is now Kentucky State University, a historically Black institution founded in the late 19th century to train African American teachers.
  • D. State Normal College for Colored Students
    State Normal College for Colored Students was the original name of what is now Florida A&M University, a historically Black institution founded in the late 19th century to train African American teachers.
  • E. Dillard University
    Dillard University is a private, historically Black liberal arts university in New Orleans, Louisiana, known for its strong academic programs and cultural legacy.
  • 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 Negro Normal and Industrial Institute
Triple: [Grambling State University, formerName, Louisiana Negro Normal and Industrial Institute]
Generated description
Louisiana Negro Normal and Industrial Institute was the original name of the historically Black institution that later became Grambling State University in Louisiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Negro Normal and Industrial Institute
Target entity description: Louisiana Negro Normal and Industrial Institute was the original name of the historically Black institution that later became Grambling State University in Louisiana.
  • A. State Normal School for Colored Students
    State Normal School for Colored Students was the original teacher-training institution for African American students that later evolved into Alabama State University.
  • B. 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.
  • C. State Normal School for Colored Persons
    State Normal School for Colored Persons was the original name of what is now Kentucky State University, a historically Black institution founded in the late 19th century to train African American teachers.
  • D. State Normal College for Colored Students
    State Normal College for Colored Students was the original name of what is now Florida A&M University, a historically Black institution founded in the late 19th century to train African American teachers.
  • E. Dillard University
    Dillard University is a private, historically Black liberal arts university in New Orleans, Louisiana, known for its strong academic programs and cultural legacy.
  • 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_69c008ab9b3081908a11b2c744838435 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062443cec81909dc9bafea2f5e7d4 completed March 22, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20d8e4b308190b855cb04c9cfefeb completed March 24, 2026, 4:05 a.m.
NEDg Description generation batch_69c2161cb8dc8190ae4e6939e392c8d4 completed March 24, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69c2168aba8c8190841f8c2520a246ea completed March 24, 2026, 4:43 a.m.
Created at: March 22, 2026, 4:19 p.m.