Triple
T3752227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springdale, Arkansas |
E81357
|
entity |
| Predicate | hasHigherEducationCampus |
P3445
|
FINISHED |
| Object |
NorthWest Arkansas Community College
NorthWest Arkansas Community College is a public two-year institution in northwest Arkansas offering associate degrees, certificates, and workforce training programs.
|
E384691
|
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: NorthWest Arkansas Community College | Statement: [Springdale, Arkansas, hasHigherEducationCampus, NorthWest Arkansas Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NorthWest Arkansas Community College Context triple: [Springdale, Arkansas, hasHigherEducationCampus, NorthWest Arkansas Community College]
-
A.
University of Central Arkansas
The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
-
B.
Northeast State Community College
Northeast State Community College is a public community college serving the Tri-Cities region of northeastern Tennessee with associate degrees, certificates, and workforce training programs.
-
C.
Fayetteville Technical Community College
Fayetteville Technical Community College is a public two-year institution in Fayetteville, North Carolina, offering career, technical, and transfer programs to students in the surrounding region.
-
D.
Southeastern Community College
Southeastern Community College is a public two-year community college serving Burlington, Iowa and the surrounding region with associate degrees, technical programs, and workforce training.
-
E.
Aiken Technical College
Aiken Technical College is a public two-year community and technical college serving students in and around Aiken County, South Carolina with career-focused and transfer-oriented programs.
- 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: NorthWest Arkansas Community College Triple: [Springdale, Arkansas, hasHigherEducationCampus, NorthWest Arkansas Community College]
Generated description
NorthWest Arkansas Community College is a public two-year institution in northwest Arkansas offering associate degrees, certificates, and workforce training programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NorthWest Arkansas Community College Target entity description: NorthWest Arkansas Community College is a public two-year institution in northwest Arkansas offering associate degrees, certificates, and workforce training programs.
-
A.
University of Central Arkansas
The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
-
B.
Northeast State Community College
Northeast State Community College is a public community college serving the Tri-Cities region of northeastern Tennessee with associate degrees, certificates, and workforce training programs.
-
C.
Fayetteville Technical Community College
Fayetteville Technical Community College is a public two-year institution in Fayetteville, North Carolina, offering career, technical, and transfer programs to students in the surrounding region.
-
D.
Southeastern Community College
Southeastern Community College is a public two-year community college serving Burlington, Iowa and the surrounding region with associate degrees, technical programs, and workforce training.
-
E.
Aiken Technical College
Aiken Technical College is a public two-year community and technical college serving students in and around Aiken County, South Carolina with career-focused and transfer-oriented programs.
- 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_69ad8b19b7b08190a6188804e99c53e9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb92135c819093f6d616d3ad28ff |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db35fa5c81909b26b96cd70ebef8 |
completed | March 14, 2026, 3:51 a.m. |
| NEDg | Description generation | batch_69b4db9266f881908e31c7646b8c861c |
completed | March 14, 2026, 3:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4df53bb648190af6507919fd4d59d |
completed | March 14, 2026, 4:08 a.m. |
Created at: March 8, 2026, 3:35 p.m.