Triple
T10346185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lehigh County, Pennsylvania |
E243751
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Lehigh Carbon Community College
Lehigh Carbon Community College is a public community college serving students in and around Lehigh County, Pennsylvania, offering associate degrees, certificates, and workforce training programs.
|
E857330
|
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: Lehigh Carbon Community College | Statement: [Lehigh County, Pennsylvania, contains, Lehigh Carbon Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lehigh Carbon Community College Context triple: [Lehigh County, Pennsylvania, contains, Lehigh Carbon Community College]
-
A.
Pennsylvania Highlands Community College
Pennsylvania Highlands Community College is a public community college serving the Greater Johnstown, Pennsylvania region with associate degree and certificate programs.
-
B.
Luzerne County Community College
Luzerne County Community College is a public two-year college in Pennsylvania offering associate degrees, certificates, and workforce training programs to local and regional students.
-
C.
Lebanon Valley College
Lebanon Valley College is a private liberal arts college in Annville, Pennsylvania, known for its strong undergraduate programs and close-knit campus community.
-
D.
Keystone College
Keystone College is a small private liberal arts institution in northeastern Pennsylvania known for its career-focused undergraduate programs and scenic rural campus.
-
E.
Pennsylvania College of Technology
Pennsylvania College of Technology is a public institution in Williamsport, Pennsylvania, known for its hands-on, career-focused technical and applied technology programs and its affiliation with The Pennsylvania State University.
- 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: Lehigh Carbon Community College Triple: [Lehigh County, Pennsylvania, contains, Lehigh Carbon Community College]
Generated description
Lehigh Carbon Community College is a public community college serving students in and around Lehigh County, Pennsylvania, offering associate degrees, certificates, and workforce training programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lehigh Carbon Community College Target entity description: Lehigh Carbon Community College is a public community college serving students in and around Lehigh County, Pennsylvania, offering associate degrees, certificates, and workforce training programs.
-
A.
Pennsylvania Highlands Community College
Pennsylvania Highlands Community College is a public community college serving the Greater Johnstown, Pennsylvania region with associate degree and certificate programs.
-
B.
Luzerne County Community College
Luzerne County Community College is a public two-year college in Pennsylvania offering associate degrees, certificates, and workforce training programs to local and regional students.
-
C.
Lebanon Valley College
Lebanon Valley College is a private liberal arts college in Annville, Pennsylvania, known for its strong undergraduate programs and close-knit campus community.
-
D.
Keystone College
Keystone College is a small private liberal arts institution in northeastern Pennsylvania known for its career-focused undergraduate programs and scenic rural campus.
-
E.
Pennsylvania College of Technology
Pennsylvania College of Technology is a public institution in Williamsport, Pennsylvania, known for its hands-on, career-focused technical and applied technology programs and its affiliation with The Pennsylvania State University.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e923e3d08190971073ce41ff860f |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7507f708c8190b8cf684704a6e47d |
completed | April 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69d751ab890c8190b1549619049dab91 |
completed | April 9, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7619e97588190a1443f9438c6efc0 |
completed | April 9, 2026, 8:21 a.m. |
Created at: April 6, 2026, 11:56 a.m.