Triple
T13483597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shreveport–Bossier City metropolitan area |
E318435
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Louisiana State University Shreveport |
E382322
|
NE FINISHED |
How this triple was built (2 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–Bossier City metropolitan area, hasHigherEducationInstitution, 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–Bossier City metropolitan area, hasHigherEducationInstitution, Louisiana State University Shreveport]
-
A.
Louisiana State University Shreveport
chosen
Louisiana State University Shreveport is a public university in Shreveport, Louisiana, offering undergraduate and graduate programs as part of the Louisiana State University System.
-
B.
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.
-
C.
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.
-
D.
Southeastern Louisiana College
Southeastern Louisiana College is a public institution of higher education in Hammond, Louisiana, known today as Southeastern Louisiana University.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf3868ec8190a6a1803018d4f2d8 |
completed | April 12, 2026, 2:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7463715dc8190a70a17b3ea661006 |
completed | May 3, 2026, 12:57 p.m. |
Created at: April 9, 2026, 9:42 p.m.