Triple
T9603511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Littleton, Colorado |
E231909
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Arapahoe Community College
Arapahoe Community College is a public community college offering two-year degrees and certificate programs, primarily serving students in the south Denver metropolitan area.
|
E810675
|
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: Arapahoe Community College | Statement: [Littleton, Colorado, hasEducationalInstitution, Arapahoe Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arapahoe Community College Context triple: [Littleton, Colorado, hasEducationalInstitution, Arapahoe Community College]
-
A.
Community College of Denver
Community College of Denver is a public community college in Denver, Colorado, offering two-year degrees, certificates, and transfer programs to a diverse urban student population.
-
B.
Pueblo Community College
Pueblo Community College is a public two-year college in Pueblo, Colorado, offering associate degrees, certificates, and workforce training programs to students in the region.
-
C.
Pikes Peak State College
Pikes Peak State College is a public community college in Colorado that offers a wide range of associate degrees, certificates, and workforce training programs.
-
D.
Red Rocks Community College (Lakewood campus)
Red Rocks Community College (Lakewood campus) is a public community college campus in Lakewood, Colorado, offering two-year degrees, certificates, and transfer programs across a wide range of academic and technical fields.
-
E.
Colorado Community College System
The Colorado Community College System is a statewide network of public community colleges in Colorado that provides accessible, affordable higher education and workforce training across 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: Arapahoe Community College Triple: [Littleton, Colorado, hasEducationalInstitution, Arapahoe Community College]
Generated description
Arapahoe Community College is a public community college offering two-year degrees and certificate programs, primarily serving students in the south Denver metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arapahoe Community College Target entity description: Arapahoe Community College is a public community college offering two-year degrees and certificate programs, primarily serving students in the south Denver metropolitan area.
-
A.
Community College of Denver
Community College of Denver is a public community college in Denver, Colorado, offering two-year degrees, certificates, and transfer programs to a diverse urban student population.
-
B.
Pueblo Community College
Pueblo Community College is a public two-year college in Pueblo, Colorado, offering associate degrees, certificates, and workforce training programs to students in the region.
-
C.
Pikes Peak State College
Pikes Peak State College is a public community college in Colorado that offers a wide range of associate degrees, certificates, and workforce training programs.
-
D.
Red Rocks Community College (Lakewood campus)
Red Rocks Community College (Lakewood campus) is a public community college campus in Lakewood, Colorado, offering two-year degrees, certificates, and transfer programs across a wide range of academic and technical fields.
-
E.
Colorado Community College System
The Colorado Community College System is a statewide network of public community colleges in Colorado that provides accessible, affordable higher education and workforce training across 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_69ca8484838c8190b2049199d22fef70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a5cddf481909aa6b589bcb3e71a |
completed | April 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d179328de48190832f326462a914d5 |
completed | April 4, 2026, 8:48 p.m. |
| NEDg | Description generation | batch_69d17bae827881909f62672c92e8788e |
completed | April 4, 2026, 8:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17c8d88d88190882f5ef2a47b4733 |
completed | April 4, 2026, 9:03 p.m. |
Created at: March 30, 2026, 8:08 p.m.