Triple
T13219353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warrington Township, Bucks County, Pennsylvania |
E314707
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
U.S. Route 202 (nearby)
U.S. Route 202 is a major north–south U.S. highway in the northeastern United States that connects communities across Pennsylvania and several neighboring states.
|
E1027798
|
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: U.S. Route 202 (nearby) | Statement: [Warrington Township, Bucks County, Pennsylvania, hasTransportation, U.S. Route 202 (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 202 (nearby) Context triple: [Warrington Township, Bucks County, Pennsylvania, hasTransportation, U.S. Route 202 (nearby)]
-
A.
U.S. Route 206 (nearby)
U.S. Route 206 is a major north–south United States highway running through New Jersey and Pennsylvania, connecting numerous towns and serving as an important regional transportation corridor.
-
B.
U.S. Route 20 (nearby)
U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
-
C.
U.S. Route 22 (nearby)
U.S. Route 22 is a major east–west U.S. highway in the Mid-Atlantic region that serves as a key commuter and commercial corridor through central New Jersey and neighboring states.
-
D.
U.S. Route 23 (nearby corridor)
U.S. Route 23 (nearby corridor) is a major north–south U.S. highway in the eastern United States that serves as an important regional transportation route for communities like Jenkins, Kentucky.
-
E.
U.S. Route 29 (nearby)
U.S. Route 29 is a major north–south U.S. highway in the eastern United States that passes near Burlington, North Carolina, providing regional connectivity to cities such as Greensboro and Danville.
- 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: U.S. Route 202 (nearby) Triple: [Warrington Township, Bucks County, Pennsylvania, hasTransportation, U.S. Route 202 (nearby)]
Generated description
U.S. Route 202 is a major north–south U.S. highway in the northeastern United States that connects communities across Pennsylvania and several neighboring states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 202 (nearby) Target entity description: U.S. Route 202 is a major north–south U.S. highway in the northeastern United States that connects communities across Pennsylvania and several neighboring states.
-
A.
U.S. Route 206 (nearby)
U.S. Route 206 is a major north–south United States highway running through New Jersey and Pennsylvania, connecting numerous towns and serving as an important regional transportation corridor.
-
B.
U.S. Route 20 (nearby)
U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
-
C.
U.S. Route 22 (nearby)
U.S. Route 22 is a major east–west U.S. highway in the Mid-Atlantic region that serves as a key commuter and commercial corridor through central New Jersey and neighboring states.
-
D.
U.S. Route 23 (nearby corridor)
U.S. Route 23 (nearby corridor) is a major north–south U.S. highway in the eastern United States that serves as an important regional transportation route for communities like Jenkins, Kentucky.
-
E.
U.S. Route 29 (nearby)
U.S. Route 29 is a major north–south U.S. highway in the eastern United States that passes near Burlington, North Carolina, providing regional connectivity to cities such as Greensboro and Danville.
- 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98cf392e08190949ee4d194566395 |
completed | April 10, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ff2282fc8190bc5037ff62e594ff |
completed | May 3, 2026, 7:54 a.m. |
| NEDg | Description generation | batch_69f7001924d48190af7d430cb258409a |
completed | May 3, 2026, 7:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f700cfb43881909c903ec12b15065a |
completed | May 3, 2026, 8:01 a.m. |
Created at: April 9, 2026, 9:18 p.m.