Triple
T6853942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg Township, Berks County, Pennsylvania |
E158089
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Temple, Pennsylvania
Temple, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential suburb of Reading.
|
E629961
|
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: Temple, Pennsylvania | Statement: [Muhlenberg Township, Berks County, Pennsylvania, contains, Temple, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Temple, Pennsylvania Context triple: [Muhlenberg Township, Berks County, Pennsylvania, contains, Temple, Pennsylvania]
-
A.
Mahanoy City, Pennsylvania
Mahanoy City, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its history in the anthracite coal region.
-
B.
Norwood, Pennsylvania
Norwood, Pennsylvania is a small suburban borough near Philadelphia known for its residential neighborhoods and local parks.
-
C.
Farmington, Pennsylvania
Farmington, Pennsylvania is a small unincorporated community in Fayette County known for its scenic Laurel Highlands setting and luxury destination Nemacolin resort.
-
D.
Springfield, Pennsylvania
Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
-
E.
Tamaqua, Pennsylvania
Tamaqua, Pennsylvania is a small borough in Schuylkill County known historically for its anthracite coal mining heritage and location in the Appalachian region.
- 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: Temple, Pennsylvania Triple: [Muhlenberg Township, Berks County, Pennsylvania, contains, Temple, Pennsylvania]
Generated description
Temple, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential suburb of Reading.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Temple, Pennsylvania Target entity description: Temple, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential suburb of Reading.
-
A.
Mahanoy City, Pennsylvania
Mahanoy City, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its history in the anthracite coal region.
-
B.
Norwood, Pennsylvania
Norwood, Pennsylvania is a small suburban borough near Philadelphia known for its residential neighborhoods and local parks.
-
C.
Farmington, Pennsylvania
Farmington, Pennsylvania is a small unincorporated community in Fayette County known for its scenic Laurel Highlands setting and luxury destination Nemacolin resort.
-
D.
Springfield, Pennsylvania
Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
-
E.
Tamaqua, Pennsylvania
Tamaqua, Pennsylvania is a small borough in Schuylkill County known historically for its anthracite coal mining heritage and location in the Appalachian region.
- 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_69c6882fae988190864cbba788c5ebb4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d851321481908c49c2c949359703 |
completed | March 27, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7511828608190b3a206629b27d410 |
completed | March 28, 2026, 3:55 a.m. |
| NEDg | Description generation | batch_69c751abed548190ac2152acd3029d2d |
completed | March 28, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7558dd72081909af14d319ce01ff6 |
completed | March 28, 2026, 4:14 a.m. |
Created at: March 27, 2026, 2:20 p.m.