Triple
T2655450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shreveport, Louisiana, United States |
E54597
|
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.
|
E70517
|
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, Louisiana, United States, 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, Louisiana, United States, hasUniversity, Louisiana State University Shreveport]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Texas Southern University
Texas Southern University is a historically Black public university in Houston, Texas, known for its significant contributions to African American higher education and culture.
- 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, Louisiana, United States, 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 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.
-
B.
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.
-
C.
Louisiana State University
chosen
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.
-
D.
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.
-
E.
Texas Southern University
Texas Southern University is a historically Black public university in Houston, Texas, known for its significant contributions to African American higher education and culture.
- F. None of above.
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_69ab49e028948190b97e01d73548b1d9 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd933ec008190aef1442460c4cfbc |
completed | March 7, 2026, 7:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf4d70388190b6f0e683c77bc262 |
completed | March 10, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69afafddb2a081909b891eed7ba5411d |
completed | March 10, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb10304488190a1129efae36b3c4e |
completed | March 10, 2026, 5:49 a.m. |
Created at: March 6, 2026, 9:53 p.m.