Triple
T8863311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 31W |
E210944
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
U.S. Highways in Kentucky
U.S. Highways in Kentucky are a network of federally designated routes that connect cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
|
E762265
|
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 Kentucky | Statement: [U.S. Route 31W, category, U.S. Highways in Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Highways in Kentucky Context triple: [U.S. Route 31W, category, U.S. Highways in Kentucky]
-
A.
Kentucky state highway system
The Kentucky state highway system is the network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the Commonwealth of Kentucky.
-
B.
U.S. Highways in Indiana
U.S. Highways in Indiana are a network of federally designated routes that provide major north–south and east–west transportation corridors across the state, connecting cities, towns, and neighboring states.
-
C.
U.S. Highways in Virginia
U.S. Highways in Virginia are a network of federally designated routes that provide major north–south and east–west road connections across the Commonwealth, linking cities, towns, and neighboring states.
-
D.
U.S. Highways in Tennessee
U.S. Highways in Tennessee are a network of federally designated routes that provide major east–west and north–south road connections across the state, linking cities, towns, and neighboring states.
-
E.
U.S. Highways in Missouri
U.S. Highways in Missouri are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, towns, and neighboring states.
- 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 Kentucky Triple: [U.S. Route 31W, category, U.S. Highways in Kentucky]
Generated description
U.S. Highways in Kentucky are a network of federally designated routes that connect cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Highways in Kentucky Target entity description: U.S. Highways in Kentucky are a network of federally designated routes that connect cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
-
A.
Kentucky state highway system
The Kentucky state highway system is the network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the Commonwealth of Kentucky.
-
B.
U.S. Highways in Indiana
U.S. Highways in Indiana are a network of federally designated routes that provide major north–south and east–west transportation corridors across the state, connecting cities, towns, and neighboring states.
-
C.
U.S. Highways in Virginia
U.S. Highways in Virginia are a network of federally designated routes that provide major north–south and east–west road connections across the Commonwealth, linking cities, towns, and neighboring states.
-
D.
U.S. Highways in Tennessee
U.S. Highways in Tennessee are a network of federally designated routes that provide major east–west and north–south road connections across the state, linking cities, towns, and neighboring states.
-
E.
U.S. Highways in Missouri
U.S. Highways in Missouri are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, towns, and neighboring states.
- 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_69ca838bbddc8190ab546d737e5d350f |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc610416b48190a26f0c457089ffca |
completed | April 1, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0caccd88190b6464f53d0239e47 |
completed | April 3, 2026, 11:13 a.m. |
| NEDg | Description generation | batch_69cfa1abe8248190b6db4713292bdfd3 |
completed | April 3, 2026, 11:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa24be80481909e2b575f99cd1dc4 |
completed | April 3, 2026, 11:19 a.m. |
Created at: March 30, 2026, 6:50 p.m.