Triple
T2618132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin County, Pennsylvania |
E58938
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Mercersburg, Pennsylvania
Mercersburg, Pennsylvania is a small historic borough in south-central Pennsylvania known for its 18th- and 19th-century architecture and as the home of Mercersburg Academy.
|
E283051
|
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: Mercersburg, Pennsylvania | Statement: [Franklin County, Pennsylvania, hasMunicipality, Mercersburg, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mercersburg, Pennsylvania Context triple: [Franklin County, Pennsylvania, hasMunicipality, Mercersburg, Pennsylvania]
-
A.
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.
-
B.
Swarthmore, Pennsylvania
Swarthmore, Pennsylvania is a small suburban borough in Delaware County best known as the home of the highly selective liberal arts institution Swarthmore College.
-
C.
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.
-
D.
Bryn Mawr, Pennsylvania
Bryn Mawr, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its affluent residential character and as the home of the historic women’s liberal arts institution Bryn Mawr College.
-
E.
Penn Hall
Penn Hall is an educational institution historically known as a women's college in Pennsylvania.
- 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: Mercersburg, Pennsylvania Triple: [Franklin County, Pennsylvania, hasMunicipality, Mercersburg, Pennsylvania]
Generated description
Mercersburg, Pennsylvania is a small historic borough in south-central Pennsylvania known for its 18th- and 19th-century architecture and as the home of Mercersburg Academy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mercersburg, Pennsylvania Target entity description: Mercersburg, Pennsylvania is a small historic borough in south-central Pennsylvania known for its 18th- and 19th-century architecture and as the home of Mercersburg Academy.
-
A.
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.
-
B.
Swarthmore, Pennsylvania
Swarthmore, Pennsylvania is a small suburban borough in Delaware County best known as the home of the highly selective liberal arts institution Swarthmore College.
-
C.
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.
-
D.
Bryn Mawr, Pennsylvania
Bryn Mawr, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its affluent residential character and as the home of the historic women’s liberal arts institution Bryn Mawr College.
-
E.
Penn Hall
Penn Hall is an educational institution historically known as a women's college in Pennsylvania.
- 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_69ab4ac444dc819099614e534dd6021f |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd894b29c81909c7f78c6c3cc7f89 |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af908ba2908190b535d96c6f0e76ba |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af914ebc80819091524d1a4c316337 |
completed | March 10, 2026, 3:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af91cc03648190936adfcccb6017de |
completed | March 10, 2026, 3:36 a.m. |
Created at: March 6, 2026, 9:50 p.m.