Triple
T12158000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 222 |
E289627
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
U.S. Highways in Pennsylvania
U.S. Highways in Pennsylvania are a network of federally designated routes that facilitate regional and interstate travel across the Commonwealth, connecting major cities, towns, and neighboring states.
|
E967021
|
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. Highways in Pennsylvania | Statement: [U.S. Route 222, category, U.S. Highways in Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Highways in Pennsylvania Context triple: [U.S. Route 222, category, U.S. Highways in Pennsylvania]
-
A.
Interstate Highways in Pennsylvania
Interstate Highways in Pennsylvania are a network of federally funded, limited-access roads that facilitate high-speed travel and commerce across the state and connect it to the broader U.S. Interstate Highway System.
-
B.
U.S. Highways in Ohio
U.S. Highways in Ohio are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the broader United States Numbered Highway System.
-
C.
Pennsylvania state highway system
The Pennsylvania state highway system is a network of state-maintained roads and routes that facilitates regional and local transportation throughout the Commonwealth of Pennsylvania.
-
D.
U.S. Highways in West Virginia
U.S. Highways in West Virginia are a network of federally designated routes that provide key regional and interstate connections across the state, linking its cities, towns, and neighboring states.
-
E.
U.S. Highways in Maryland
U.S. Highways in Maryland are a network of federally designated routes that provide major regional and interstate road connections across the state.
- 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. Highways in Pennsylvania Triple: [U.S. Route 222, category, U.S. Highways in Pennsylvania]
Generated description
U.S. Highways in Pennsylvania are a network of federally designated routes that facilitate regional and interstate travel across the Commonwealth, connecting major cities, towns, and neighboring states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Highways in Pennsylvania Target entity description: U.S. Highways in Pennsylvania are a network of federally designated routes that facilitate regional and interstate travel across the Commonwealth, connecting major cities, towns, and neighboring states.
-
A.
Interstate Highways in Pennsylvania
Interstate Highways in Pennsylvania are a network of federally funded, limited-access roads that facilitate high-speed travel and commerce across the state and connect it to the broader U.S. Interstate Highway System.
-
B.
U.S. Highways in Ohio
U.S. Highways in Ohio are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the broader United States Numbered Highway System.
-
C.
Pennsylvania state highway system
The Pennsylvania state highway system is a network of state-maintained roads and routes that facilitates regional and local transportation throughout the Commonwealth of Pennsylvania.
-
D.
U.S. Highways in West Virginia
U.S. Highways in West Virginia are a network of federally designated routes that provide key regional and interstate connections across the state, linking its cities, towns, and neighboring states.
-
E.
U.S. Highways in Maryland
U.S. Highways in Maryland are a network of federally designated routes that provide major regional and interstate road connections across the state.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c277e481908351bf4e664dda42 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f69e8498819080d571e6fb4edfde |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f601e0777081909e1212436680a10d |
completed | May 2, 2026, 1:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f602a21f948190849839301f49d55a |
completed | May 2, 2026, 1:56 p.m. |
Created at: April 8, 2026, 9:50 p.m.