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.