Triple
T1595225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reading, Pennsylvania |
E34264
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
U.S. Route 222
U.S. Route 222 is a north–south U.S. highway in Pennsylvania and Maryland that connects Reading and Lancaster with the greater U.S. Route 22 and Interstate 78 corridor near Allentown.
|
E289627
|
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 222 | Statement: [Reading, Pennsylvania, majorHighway, U.S. Route 222]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 222 Context triple: [Reading, Pennsylvania, majorHighway, U.S. Route 222]
-
A.
U.S. Route 302
U.S. Route 302 is a U.S. highway in the northeastern United States that runs from Montpelier, Vermont, through New Hampshire, to Portland, Maine.
-
B.
U.S. Route 219
U.S. Route 219 is a major north–south United States highway running from New York through Pennsylvania and other states, serving as an important regional transportation corridor.
-
C.
Pennsylvania Route 252
Pennsylvania Route 252 is a state highway in southeastern Pennsylvania that runs north–south through Delaware and Montgomery counties, connecting several suburbs and local communities.
-
D.
U.S. Route 422
U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
-
E.
Pennsylvania Route 21
Pennsylvania Route 21 is a state highway in southwestern Pennsylvania that runs east–west, connecting communities such as Uniontown to the West Virginia state line and serving as a key regional corridor.
- 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 222 Triple: [Reading, Pennsylvania, majorHighway, U.S. Route 222]
Generated description
U.S. Route 222 is a north–south U.S. highway in Pennsylvania and Maryland that connects Reading and Lancaster with the greater U.S. Route 22 and Interstate 78 corridor near Allentown.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 222 Target entity description: U.S. Route 222 is a north–south U.S. highway in Pennsylvania and Maryland that connects Reading and Lancaster with the greater U.S. Route 22 and Interstate 78 corridor near Allentown.
-
A.
U.S. Route 302
U.S. Route 302 is a U.S. highway in the northeastern United States that runs from Montpelier, Vermont, through New Hampshire, to Portland, Maine.
-
B.
U.S. Route 219
U.S. Route 219 is a major north–south United States highway running from New York through Pennsylvania and other states, serving as an important regional transportation corridor.
-
C.
Pennsylvania Route 252
Pennsylvania Route 252 is a state highway in southeastern Pennsylvania that runs north–south through Delaware and Montgomery counties, connecting several suburbs and local communities.
-
D.
U.S. Route 422
U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
-
E.
Pennsylvania Route 21
Pennsylvania Route 21 is a state highway in southwestern Pennsylvania that runs east–west, connecting communities such as Uniontown to the West Virginia state line and serving as a key regional corridor.
- 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_69a885fdcb9c819081ce6f0b8cd477dd |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9092ccb388190b2f3ed86b3853651 |
completed | March 5, 2026, 4:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf15a4248190b898e3bfbeb2997a |
completed | March 10, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69afb000ed448190a3d6db802eb88958 |
completed | March 10, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb07e1d2c8190a8b8da3d3641b36c |
completed | March 10, 2026, 5:47 a.m. |
Created at: March 4, 2026, 7:27 p.m.