Triple
T1384241
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paoli/Thorndale Line |
E29807
|
entity |
| Predicate | servesCommunity |
P82
|
FINISHED |
| Object |
Strafford
Strafford is a suburban community in Pennsylvania located along SEPTA's Paoli/Thorndale regional rail corridor.
|
E291648
|
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: Strafford | Statement: [Paoli/Thorndale Line, servesCommunity, Strafford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Strafford Context triple: [Paoli/Thorndale Line, servesCommunity, Strafford]
-
A.
Stratham, New Hampshire
Stratham, New Hampshire is a small New England town known for its rural character, historic charm, and location near the Seacoast region of the state.
-
B.
Merrimack, New Hampshire
Merrimack, New Hampshire is a suburban town in southern New Hampshire known for its residential communities, local commerce, and proximity to the cities of Manchester and Nashua.
-
C.
Hillsborough, New Hampshire
Hillsborough, New Hampshire is a small New England town known for its historic architecture, rural character, and location along the Contoocook River in southern New Hampshire.
-
D.
Concord, New Hampshire
Concord, New Hampshire is a small historic city in the northeastern United States known for its role in regional government, its 18th- and 19th-century architecture, and its location along the Merrimack River.
-
E.
Hampton, New Hampshire
Hampton, New Hampshire is a coastal New England town known for its popular Hampton Beach resort area and historic seaside community.
- 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: Strafford Triple: [Paoli/Thorndale Line, servesCommunity, Strafford]
Generated description
Strafford is a suburban community in Pennsylvania located along SEPTA's Paoli/Thorndale regional rail corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Strafford Target entity description: Strafford is a suburban community in Pennsylvania located along SEPTA's Paoli/Thorndale regional rail corridor.
-
A.
Stratham, New Hampshire
Stratham, New Hampshire is a small New England town known for its rural character, historic charm, and location near the Seacoast region of the state.
-
B.
Merrimack, New Hampshire
Merrimack, New Hampshire is a suburban town in southern New Hampshire known for its residential communities, local commerce, and proximity to the cities of Manchester and Nashua.
-
C.
Hillsborough, New Hampshire
Hillsborough, New Hampshire is a small New England town known for its historic architecture, rural character, and location along the Contoocook River in southern New Hampshire.
-
D.
Concord, New Hampshire
Concord, New Hampshire is a small historic city in the northeastern United States known for its role in regional government, its 18th- and 19th-century architecture, and its location along the Merrimack River.
-
E.
Hampton, New Hampshire
Hampton, New Hampshire is a coastal New England town known for its popular Hampton Beach resort area and historic seaside community.
- 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_69a498dc92f8819094a1108f8ac90f43 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c33896548190b44f70c9aaaed9b6 |
completed | March 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb65a9680819096e82b69b05cfa92 |
completed | March 10, 2026, 6:12 a.m. |
| NEDg | Description generation | batch_69afb703a5f8819097b71e19db11feaf |
completed | March 10, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7aa131c81908cdfbda9575312f3 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 1, 2026, 7:59 p.m.