Triple
T3748875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harrisburg, Pennsylvania |
E81277
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
HACC, Central Pennsylvania’s Community College
HACC, Central Pennsylvania’s Community College is a multi-campus public community college serving students across the central Pennsylvania region with associate degrees, workforce training, and transfer programs.
|
E383601
|
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: HACC, Central Pennsylvania’s Community College | Statement: [Harrisburg, Pennsylvania, hasCollege, HACC, Central Pennsylvania’s Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HACC, Central Pennsylvania’s Community College Context triple: [Harrisburg, Pennsylvania, hasCollege, HACC, Central Pennsylvania’s Community College]
-
A.
HACC
HACC is the acronym for the Hellenic American Chamber of Commerce, an organization that promotes business and trade relations between Greece and the United States.
-
B.
Reading Area Community College
Reading Area Community College is a public two-year institution offering associate degrees, certificates, and workforce training programs to students in the Reading, Pennsylvania 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.
Montgomery County Community College
Montgomery County Community College is a public two-year college in Pennsylvania offering associate degrees, certificates, and transfer programs to local and regional students.
-
E.
Eastern Gateway Community College
Eastern Gateway Community College is a public two-year institution serving students in the Steubenville, Ohio area with 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: HACC, Central Pennsylvania’s Community College Triple: [Harrisburg, Pennsylvania, hasCollege, HACC, Central Pennsylvania’s Community College]
Generated description
HACC, Central Pennsylvania’s Community College is a multi-campus public community college serving students across the central Pennsylvania region with associate degrees, workforce training, and transfer programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HACC, Central Pennsylvania’s Community College Target entity description: HACC, Central Pennsylvania’s Community College is a multi-campus public community college serving students across the central Pennsylvania region with associate degrees, workforce training, and transfer programs.
-
A.
HACC
HACC is the acronym for the Hellenic American Chamber of Commerce, an organization that promotes business and trade relations between Greece and the United States.
-
B.
Reading Area Community College
Reading Area Community College is a public two-year institution offering associate degrees, certificates, and workforce training programs to students in the Reading, Pennsylvania 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.
Montgomery County Community College
Montgomery County Community College is a public two-year college in Pennsylvania offering associate degrees, certificates, and transfer programs to local and regional students.
-
E.
Eastern Gateway Community College
Eastern Gateway Community College is a public two-year institution serving students in the Steubenville, Ohio area with 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_69ad8b19b7b08190a6188804e99c53e9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb6bf95c81909796fbc84995ae05 |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db31f964819087bab143f638754f |
completed | March 14, 2026, 3:51 a.m. |
| NEDg | Description generation | batch_69b4dbbc23f08190a03ef4e4197398a4 |
completed | March 14, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dcac6fdc81908998415ffe1aabaa |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:35 p.m.