Triple
T5288270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lebanon metropolitan area |
E119676
|
entity |
| Predicate | containsBorough |
P300
|
FINISHED |
| Object |
Fredericksburg, Lebanon County, Pennsylvania
Fredericksburg, Lebanon County, Pennsylvania is a small borough in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
|
E508066
|
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: Fredericksburg, Lebanon County, Pennsylvania | Statement: [Lebanon metropolitan area, containsBorough, Fredericksburg, Lebanon County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fredericksburg, Lebanon County, Pennsylvania Context triple: [Lebanon metropolitan area, containsBorough, Fredericksburg, Lebanon County, Pennsylvania]
-
A.
Upper Frederick Township, Pennsylvania
Upper Frederick Township, Pennsylvania is a rural township in Montgomery County known for its small communities and proximity to natural features like Perkiomen Creek.
-
B.
Chambersburg, Pennsylvania
Chambersburg, Pennsylvania is a historic borough and county seat of Franklin County known for its role in the American Civil War and its location near the Cumberland Valley in south-central Pennsylvania.
-
C.
Mechanicsburg, Pennsylvania
Mechanicsburg, Pennsylvania is a borough in Cumberland County known for its proximity to Harrisburg and its role as a hub for U.S. Navy logistics and military support activities.
-
D.
Sharpsburg, Pennsylvania
Sharpsburg, Pennsylvania is a small borough near Pittsburgh best known as the boyhood home of food industry pioneer Henry John Heinz.
-
E.
Lower Frederick Township, Pennsylvania
Lower Frederick Township, Pennsylvania is a small suburban municipality in Montgomery County known for its residential communities and natural areas along Perkiomen Creek.
- 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: Fredericksburg, Lebanon County, Pennsylvania Triple: [Lebanon metropolitan area, containsBorough, Fredericksburg, Lebanon County, Pennsylvania]
Generated description
Fredericksburg, Lebanon County, Pennsylvania is a small borough in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fredericksburg, Lebanon County, Pennsylvania Target entity description: Fredericksburg, Lebanon County, Pennsylvania is a small borough in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
-
A.
Upper Frederick Township, Pennsylvania
Upper Frederick Township, Pennsylvania is a rural township in Montgomery County known for its small communities and proximity to natural features like Perkiomen Creek.
-
B.
Chambersburg, Pennsylvania
Chambersburg, Pennsylvania is a historic borough and county seat of Franklin County known for its role in the American Civil War and its location near the Cumberland Valley in south-central Pennsylvania.
-
C.
Mechanicsburg, Pennsylvania
Mechanicsburg, Pennsylvania is a borough in Cumberland County known for its proximity to Harrisburg and its role as a hub for U.S. Navy logistics and military support activities.
-
D.
Sharpsburg, Pennsylvania
Sharpsburg, Pennsylvania is a small borough near Pittsburgh best known as the boyhood home of food industry pioneer Henry John Heinz.
-
E.
Lower Frederick Township, Pennsylvania
Lower Frederick Township, Pennsylvania is a small suburban municipality in Montgomery County known for its residential communities and natural areas along Perkiomen Creek.
- 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_69bd446de5648190b313a90bd96730d2 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84db300c8190a63ac51552f0e9a6 |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06ecf4748190ab2bdd672f4ab14d |
completed | March 21, 2026, 9 p.m. |
| NEDg | Description generation | batch_69bf090aa7c88190a66694cec6d6a370 |
completed | March 21, 2026, 9:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf09d3b8148190b79bdf3cb77000b4 |
completed | March 21, 2026, 9:12 p.m. |
Created at: March 20, 2026, 1:52 p.m.