Triple
T13483599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shreveport–Bossier City metropolitan area |
E318435
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Bossier Parish Community College
Bossier Parish Community College is a public two-year college in Bossier City, Louisiana, offering associate degrees, certificates, and workforce training programs for the Shreveport–Bossier region.
|
E1042013
|
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: Bossier Parish Community College | Statement: [Shreveport–Bossier City metropolitan area, hasHigherEducationInstitution, Bossier Parish Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bossier Parish Community College Context triple: [Shreveport–Bossier City metropolitan area, hasHigherEducationInstitution, Bossier Parish Community College]
-
A.
Louisiana Delta Community College
Louisiana Delta Community College is a public two-year community college in Monroe, Louisiana, offering associate degrees, technical programs, and workforce training for the northeast Louisiana region.
-
B.
Southeastern Louisiana College
Southeastern Louisiana College is a public institution of higher education in Hammond, Louisiana, known today as Southeastern Louisiana University.
-
C.
Madisonville Community College
Madisonville Community College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training as part of the state’s community and technical college network.
-
D.
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.
-
E.
Southwest Mississippi Community College
Southwest Mississippi Community College is a public two-year institution in Mississippi offering associate degrees, technical programs, and workforce training to students in the southwest region of the state.
- 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: Bossier Parish Community College Triple: [Shreveport–Bossier City metropolitan area, hasHigherEducationInstitution, Bossier Parish Community College]
Generated description
Bossier Parish Community College is a public two-year college in Bossier City, Louisiana, offering associate degrees, certificates, and workforce training programs for the Shreveport–Bossier region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bossier Parish Community College Target entity description: Bossier Parish Community College is a public two-year college in Bossier City, Louisiana, offering associate degrees, certificates, and workforce training programs for the Shreveport–Bossier region.
-
A.
Louisiana Delta Community College
Louisiana Delta Community College is a public two-year community college in Monroe, Louisiana, offering associate degrees, technical programs, and workforce training for the northeast Louisiana region.
-
B.
Southeastern Louisiana College
Southeastern Louisiana College is a public institution of higher education in Hammond, Louisiana, known today as Southeastern Louisiana University.
-
C.
Madisonville Community College
Madisonville Community College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training as part of the state’s community and technical college network.
-
D.
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.
-
E.
Southwest Mississippi Community College
Southwest Mississippi Community College is a public two-year institution in Mississippi offering associate degrees, technical programs, and workforce training to students in the southwest region of the state.
- 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_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. |
| NEDg | Description generation | batch_69f74bac36e081909dae786e14883e3c |
completed | May 3, 2026, 1:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74c5195188190bad111b301713426 |
completed | May 3, 2026, 1:23 p.m. |
Created at: April 9, 2026, 9:42 p.m.