Triple
T10688271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lansdale, Pennsylvania |
E251937
|
entity |
| Predicate | nearHighway |
P3561
|
FINISHED |
| Object | Pennsylvania Turnpike Northeast Extension |
E217567
|
NE FINISHED |
How this triple was built (2 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: Pennsylvania Turnpike Northeast Extension | Statement: [Lansdale, Pennsylvania, nearHighway, Pennsylvania Turnpike Northeast Extension]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Turnpike Northeast Extension Context triple: [Lansdale, Pennsylvania, nearHighway, Pennsylvania Turnpike Northeast Extension]
-
A.
Pennsylvania Turnpike
chosen
The Pennsylvania Turnpike is a major toll highway system running across Pennsylvania, serving as a key east–west transportation corridor in the northeastern United States.
-
B.
Schuylkill Expressway
The Schuylkill Expressway is a major, heavily traveled freeway in the Philadelphia region of Pennsylvania, known for following the Schuylkill River and for frequent congestion.
-
C.
Mon–Fayette Expressway
The Mon–Fayette Expressway is a toll highway system in southwestern Pennsylvania and northern West Virginia designed to improve regional connectivity and support economic development in the Monongahela River Valley.
-
D.
Ohio Turnpike
The Ohio Turnpike is a major east–west toll highway across northern Ohio that forms part of the Interstate system and serves as a key transportation corridor for both passenger and commercial traffic.
-
E.
Westpark Tollway
Westpark Tollway is a major limited-access toll road in the Houston metropolitan area that provides a key east–west commuter route through the city’s southwestern suburbs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fd19f0f481909eeaa75d17d9c060 |
completed | April 9, 2026, 1:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9889d1f988190938be54771161b00 |
completed | April 10, 2026, 11:32 p.m. |
Created at: April 8, 2026, 9:11 p.m.