Triple
T15169291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Frederick Township, Pennsylvania |
E362442
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Frederick, Pennsylvania
Frederick, Pennsylvania is a small unincorporated community in Montgomery County known for its rural residential character within Upper Frederick Township.
|
E1143707
|
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: Frederick, Pennsylvania | Statement: [Upper Frederick Township, Pennsylvania, hasUnincorporatedCommunity, Frederick, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frederick, Pennsylvania Context triple: [Upper Frederick Township, Pennsylvania, hasUnincorporatedCommunity, Frederick, Pennsylvania]
-
A.
Freeport, Pennsylvania
Freeport, Pennsylvania is a small borough in Armstrong County known for its historic riverside location at the confluence of the Allegheny and Kiskiminetas Rivers.
-
B.
Fayetteville, Pennsylvania
Fayetteville, Pennsylvania is an unincorporated community in Franklin County known as a small residential area near Caledonia State Park in south-central Pennsylvania.
-
C.
Franklin, Pennsylvania
Franklin, Pennsylvania is a small historic city in northwestern Pennsylvania known for its role in the early oil industry and its well-preserved downtown architecture.
-
D.
Fleetwood, Pennsylvania
Fleetwood, Pennsylvania is a small borough in Berks County known historically for its early 20th-century automobile manufacturing and its traditional small-town character.
-
E.
Farmington, Pennsylvania
Farmington, Pennsylvania is a small unincorporated community in Fayette County known for its scenic Laurel Highlands setting and luxury destination Nemacolin resort.
- 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: Frederick, Pennsylvania Triple: [Upper Frederick Township, Pennsylvania, hasUnincorporatedCommunity, Frederick, Pennsylvania]
Generated description
Frederick, Pennsylvania is a small unincorporated community in Montgomery County known for its rural residential character within Upper Frederick Township.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frederick, Pennsylvania Target entity description: Frederick, Pennsylvania is a small unincorporated community in Montgomery County known for its rural residential character within Upper Frederick Township.
-
A.
Freeport, Pennsylvania
Freeport, Pennsylvania is a small borough in Armstrong County known for its historic riverside location at the confluence of the Allegheny and Kiskiminetas Rivers.
-
B.
Fayetteville, Pennsylvania
Fayetteville, Pennsylvania is an unincorporated community in Franklin County known as a small residential area near Caledonia State Park in south-central Pennsylvania.
-
C.
Franklin, Pennsylvania
Franklin, Pennsylvania is a small historic city in northwestern Pennsylvania known for its role in the early oil industry and its well-preserved downtown architecture.
-
D.
Fleetwood, Pennsylvania
Fleetwood, Pennsylvania is a small borough in Berks County known historically for its early 20th-century automobile manufacturing and its traditional small-town character.
-
E.
Farmington, Pennsylvania
Farmington, Pennsylvania is a small unincorporated community in Fayette County known for its scenic Laurel Highlands setting and luxury destination Nemacolin resort.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0064dba588190a4341775b472a6d3 |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed3286a2c8190ac73b68cefd0191d |
completed | May 9, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69fed437d3b48190bdfd25c219f258e0 |
completed | May 9, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fed4d8818881908bd6e3ac0b4fcd18 |
completed | May 9, 2026, 6:31 a.m. |
Created at: April 10, 2026, 3:08 a.m.