Triple
T20033485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waterford, Pennsylvania |
E497196
|
entity |
| Predicate | hasTransportationRoute |
P385
|
FINISHED |
| Object |
Pennsylvania Route 97
Pennsylvania Route 97 is a state highway in northwestern Pennsylvania that connects the city of Erie with surrounding communities, including Waterford.
|
E1474235
|
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 97 | Statement: [Waterford, Pennsylvania, hasTransportationRoute, Pennsylvania Route 97]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 97 Context triple: [Waterford, Pennsylvania, hasTransportationRoute, Pennsylvania Route 97]
-
A.
Pennsylvania Route 94
Pennsylvania Route 94 is a state highway in south-central Pennsylvania that runs north–south between the Maryland state line and the Hanover area, serving as a key regional connector.
-
B.
Pennsylvania Route 906
Pennsylvania Route 906 is a state highway in southwestern Pennsylvania that runs along the Monongahela River, connecting several riverfront communities and industrial areas.
-
C.
Pennsylvania Route 93
Pennsylvania Route 93 is a state highway in northeastern Pennsylvania that connects the city of Hazleton with several nearby communities and major routes.
-
D.
Pennsylvania Route 980
Pennsylvania Route 980 is a state highway in southwestern Pennsylvania that connects several communities in Washington County and serves as a local north–south connector route.
-
E.
Pennsylvania Route 895
Pennsylvania Route 895 is a state highway in Pennsylvania that runs through Schuylkill and Berks counties, connecting several small communities and intersecting major routes in the region.
- 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 97 Triple: [Waterford, Pennsylvania, hasTransportationRoute, Pennsylvania Route 97]
Generated description
Pennsylvania Route 97 is a state highway in northwestern Pennsylvania that connects the city of Erie with surrounding communities, including Waterford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 97 Target entity description: Pennsylvania Route 97 is a state highway in northwestern Pennsylvania that connects the city of Erie with surrounding communities, including Waterford.
-
A.
Pennsylvania Route 94
Pennsylvania Route 94 is a state highway in south-central Pennsylvania that runs north–south between the Maryland state line and the Hanover area, serving as a key regional connector.
-
B.
Pennsylvania Route 906
Pennsylvania Route 906 is a state highway in southwestern Pennsylvania that runs along the Monongahela River, connecting several riverfront communities and industrial areas.
-
C.
Pennsylvania Route 93
Pennsylvania Route 93 is a state highway in northeastern Pennsylvania that connects the city of Hazleton with several nearby communities and major routes.
-
D.
Pennsylvania Route 980
Pennsylvania Route 980 is a state highway in southwestern Pennsylvania that connects several communities in Washington County and serves as a local north–south connector route.
-
E.
Pennsylvania Route 895
Pennsylvania Route 895 is a state highway in Pennsylvania that runs through Schuylkill and Berks counties, connecting several small communities and intersecting major routes in the region.
- 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_69da627278c88190babe4297a9df1236 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e662e6a7e481908069c1de2b3f94e0 |
completed | April 20, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a098fdc7d208190abc6bfc0b0c1db22 |
completed | May 17, 2026, 9:52 a.m. |
| NEDg | Description generation | batch_6a0991348c448190901e34167e40df69 |
completed | May 17, 2026, 9:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0991aaae5c8190b7ada4d60f2d875a |
completed | May 17, 2026, 10 a.m. |
Created at: April 11, 2026, 3:36 p.m.