Triple
T9943980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lehigh Valley region |
E194154
|
entity |
| Predicate | servedByHighway |
P385
|
FINISHED |
| Object |
Pennsylvania Route 33
Pennsylvania Route 33 is a north–south state highway in eastern Pennsylvania that connects the Lehigh Valley to the Pocono Mountains and major routes such as I-78 and US 22.
|
E854700
|
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: Pennsylvania Route 33 | Statement: [Lehigh Valley region, servedByHighway, Pennsylvania Route 33]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 33 Context triple: [Lehigh Valley region, servedByHighway, Pennsylvania Route 33]
-
A.
Pennsylvania Route 31
Pennsylvania Route 31 is a state highway in southwestern Pennsylvania that runs east–west through several communities, including Mount Pleasant, providing a regional connector between rural areas and major routes.
-
B.
Pennsylvania Route 32
Pennsylvania Route 32 is a scenic state highway in eastern Pennsylvania that runs along the Delaware River, connecting several riverfront communities and offering access to historic towns and natural attractions.
-
C.
Pennsylvania Route 34
Pennsylvania Route 34 is a state highway in south-central Pennsylvania that runs generally north–south, connecting rural communities and small towns across counties such as Perry and Cumberland.
-
D.
Pennsylvania Route 30
Pennsylvania Route 30 is a major east–west state highway in Pennsylvania that largely follows the historic Lincoln Highway corridor across the state.
-
E.
Pennsylvania Route 23
Pennsylvania Route 23 is a state highway in southeastern Pennsylvania that runs between the Philadelphia area and Lancaster County, passing through a mix of urban, suburban, and rural communities.
- 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: Pennsylvania Route 33 Triple: [Lehigh Valley region, servedByHighway, Pennsylvania Route 33]
Generated description
Pennsylvania Route 33 is a north–south state highway in eastern Pennsylvania that connects the Lehigh Valley to the Pocono Mountains and major routes such as I-78 and US 22.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 33 Target entity description: Pennsylvania Route 33 is a north–south state highway in eastern Pennsylvania that connects the Lehigh Valley to the Pocono Mountains and major routes such as I-78 and US 22.
-
A.
Pennsylvania Route 31
Pennsylvania Route 31 is a state highway in southwestern Pennsylvania that runs east–west through several communities, including Mount Pleasant, providing a regional connector between rural areas and major routes.
-
B.
Pennsylvania Route 32
Pennsylvania Route 32 is a scenic state highway in eastern Pennsylvania that runs along the Delaware River, connecting several riverfront communities and offering access to historic towns and natural attractions.
-
C.
Pennsylvania Route 34
Pennsylvania Route 34 is a state highway in south-central Pennsylvania that runs generally north–south, connecting rural communities and small towns across counties such as Perry and Cumberland.
-
D.
Pennsylvania Route 30
Pennsylvania Route 30 is a major east–west state highway in Pennsylvania that largely follows the historic Lincoln Highway corridor across the state.
-
E.
Pennsylvania Route 23
Pennsylvania Route 23 is a state highway in southeastern Pennsylvania that runs between the Philadelphia area and Lancaster County, passing through a mix of urban, suburban, and rural communities.
- 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb613fbb48190b82a06987310cc96 |
completed | April 2, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71c3fa4b88190be4ce7b64335a99f |
completed | April 9, 2026, 3:25 a.m. |
| NEDg | Description generation | batch_69d71f76e3cc8190b21a5fe8825caa2b |
completed | April 9, 2026, 3:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7319938ec8190a4a1a5f09832e3e3 |
completed | April 9, 2026, 4:56 a.m. |
Created at: March 30, 2026, 8:45 p.m.