Triple
T20732414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maricopa County Community College District |
E509602
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
MCCCD
MCCCD is a large public community college district serving Maricopa County, Arizona, through multiple colleges offering affordable two-year degrees, certificates, and transfer programs.
|
E1447152
|
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: MCCCD | Statement: [Maricopa County Community College District, abbreviation, MCCCD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MCCCD Context triple: [Maricopa County Community College District, abbreviation, MCCCD]
-
A.
SMCCCD
SMCCCD is a public community college district in San Mateo County, California, overseeing multiple colleges that provide two-year degrees, transfer programs, and workforce training.
-
B.
TAMCC
TAMCC is a tertiary-level institution in Grenada offering a range of academic, technical, and vocational programs.
-
C.
COCC
COCC is a public community college in Bend, Oregon, offering two-year degrees, certificates, and transfer programs to students across the Central Oregon region.
-
D.
Clinton Community College
Clinton Community College is a public two-year college in Iowa offering associate degrees, career and technical programs, and transfer pathways as part of the Eastern Iowa Community Colleges system.
-
E.
Clinton Community College
Clinton Community College is a public two-year college in Plattsburgh, New York, offering associate degrees, certificates, and workforce training 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: MCCCD Triple: [Maricopa County Community College District, abbreviation, MCCCD]
Generated description
MCCCD is a large public community college district serving Maricopa County, Arizona, through multiple colleges offering affordable two-year degrees, certificates, and transfer programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MCCCD Target entity description: MCCCD is a large public community college district serving Maricopa County, Arizona, through multiple colleges offering affordable two-year degrees, certificates, and transfer programs.
-
A.
SMCCCD
SMCCCD is a public community college district in San Mateo County, California, overseeing multiple colleges that provide two-year degrees, transfer programs, and workforce training.
-
B.
TAMCC
TAMCC is a tertiary-level institution in Grenada offering a range of academic, technical, and vocational programs.
-
C.
COCC
COCC is a public community college in Bend, Oregon, offering two-year degrees, certificates, and transfer programs to students across the Central Oregon region.
-
D.
Clinton Community College
Clinton Community College is a public two-year college in Iowa offering associate degrees, career and technical programs, and transfer pathways as part of the Eastern Iowa Community Colleges system.
-
E.
Clinton Community College
Clinton Community College is a public two-year college in Plattsburgh, New York, offering associate degrees, certificates, and workforce training 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1ee49a48190876fa05eb291e54e |
completed | April 21, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e060f4d8819097ca1dc0d59a610c |
completed | May 16, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_6a08e170755881909c73ebd2d7b00f0f |
completed | May 16, 2026, 9:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e1e759ec8190a305662f220a1826 |
completed | May 16, 2026, 9:30 p.m. |
Created at: April 16, 2026, 12:31 p.m.