Triple
T4284364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Normal, Illinois |
E97229
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Heartland Community College
Heartland Community College is a public two-year college serving the Bloomington–Normal area of Illinois with associate degrees, certificates, and transfer programs.
|
E426825
|
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: Heartland Community College | Statement: [Normal, Illinois, hasUniversity, Heartland Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heartland Community College Context triple: [Normal, Illinois, hasUniversity, Heartland Community College]
-
A.
Iowa Western Community College
Iowa Western Community College is a public community college in western Iowa offering two-year degrees and vocational programs serving the greater Omaha–Council Bluffs region.
-
B.
Richland Community College
Richland Community College is a public two-year institution offering associate degrees, certificates, and workforce training programs to students in the Decatur, Illinois region.
-
C.
Hawkeye Community College
Hawkeye Community College is a public two-year college serving the Cedar Valley region of Iowa with career, technical, and transfer-focused education programs.
-
D.
Northeast Community College
Northeast Community College is a public community college serving the educational and workforce training needs of the Siouxland region in northeastern Nebraska.
-
E.
Kirkwood Community College
Kirkwood Community College is a public community college in eastern Iowa offering a wide range of academic, technical, and continuing education 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: Heartland Community College Triple: [Normal, Illinois, hasUniversity, Heartland Community College]
Generated description
Heartland Community College is a public two-year college serving the Bloomington–Normal area of Illinois with associate degrees, certificates, and transfer programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heartland Community College Target entity description: Heartland Community College is a public two-year college serving the Bloomington–Normal area of Illinois with associate degrees, certificates, and transfer programs.
-
A.
Iowa Western Community College
Iowa Western Community College is a public community college in western Iowa offering two-year degrees and vocational programs serving the greater Omaha–Council Bluffs region.
-
B.
Richland Community College
Richland Community College is a public two-year institution offering associate degrees, certificates, and workforce training programs to students in the Decatur, Illinois region.
-
C.
Hawkeye Community College
Hawkeye Community College is a public two-year college serving the Cedar Valley region of Iowa with career, technical, and transfer-focused education programs.
-
D.
Northeast Community College
Northeast Community College is a public community college serving the educational and workforce training needs of the Siouxland region in northeastern Nebraska.
-
E.
Kirkwood Community College
Kirkwood Community College is a public community college in eastern Iowa offering a wide range of academic, technical, and continuing education 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3503c062c81908f9a9eeab5381ec9 |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7c2023c8190a2359f8cabcecd2c |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b94471588190a27e7df972f072b1 |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ba4262b481908378f7ebdc9a7c9c |
completed | March 14, 2026, 7:42 p.m. |
Created at: March 12, 2026, 11:07 p.m.