Triple
T2144085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kentucky state highway system |
E47023
|
entity |
| Predicate | includesNumberingRange |
P36590
|
FINISHED |
| Object |
Kentucky Routes 1–99
Kentucky Routes 1–99 are a set of primary state highways in Kentucky that form the lower-numbered backbone of the state's road network.
|
E47023
|
NE FINISHED |
How this triple was built (5 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: Kentucky Routes 1–99 | Statement: [Kentucky state highway system, includesNumberingRange, Kentucky Routes 1–99]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Routes 1–99 Context triple: [Kentucky state highway system, includesNumberingRange, Kentucky Routes 1–99]
-
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.
Kentucky Route 210
Kentucky Route 210 is a state highway in Kentucky that serves as a key connector between communities in central Kentucky, including areas within LaRue County.
-
C.
Kentucky Route 313
Kentucky Route 313 is a state highway in Kentucky that serves as a regional connector through parts of central Kentucky, including Meade County.
-
D.
Kentucky Route 79
Kentucky Route 79 is a state highway in Kentucky that runs generally north–south, connecting several communities between the Ohio River area and central parts of the state.
-
E.
Kentucky Route 84
Kentucky Route 84 is a state highway in Kentucky that runs through central parts of the state, connecting communities such as Hodgenville and serving as a regional connector route.
- 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: Kentucky Routes 1–99 Triple: [Kentucky state highway system, includesNumberingRange, Kentucky Routes 1–99]
Generated description
Kentucky Routes 1–99 are a set of primary state highways in Kentucky that form the lower-numbered backbone of the state's road network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Routes 1–99 Target entity description: Kentucky Routes 1–99 are a set of primary state highways in Kentucky that form the lower-numbered backbone of the state's road network.
-
A.
Kentucky state highway system
chosen
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.
Kentucky Route 210
Kentucky Route 210 is a state highway in Kentucky that serves as a key connector between communities in central Kentucky, including areas within LaRue County.
-
C.
Kentucky Route 313
Kentucky Route 313 is a state highway in Kentucky that serves as a regional connector through parts of central Kentucky, including Meade County.
-
D.
Kentucky Route 79
Kentucky Route 79 is a state highway in Kentucky that runs generally north–south, connecting several communities between the Ohio River area and central parts of the state.
-
E.
Kentucky Route 84
Kentucky Route 84 is a state highway in Kentucky that runs through central parts of the state, connecting communities such as Hodgenville and serving as a regional connector route.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: includesNumberingRange Context triple: [Kentucky state highway system, includesNumberingRange, Kentucky Routes 1–99]
-
A.
articleNumberRange
Indicates that something is associated with or falls within a specified range of article numbers.
-
B.
isNumbered
Indicates that an entity has been assigned a specific number or position in an ordered sequence.
-
C.
rangeOf
Indicates that one entity specifies the set of possible values (range) that another entity’s outputs or properties can take.
-
D.
numberingType
Indicates the scheme or style used to assign sequential numbers or labels within an ordered set.
-
E.
hasDayNumberRange
Indicates that something is associated with a contiguous range of day numbers between a specified minimum and maximum value.
- F. None of above. chosen
Provenance (7 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbeaa14bc81908486683decd7ae42 |
completed | March 7, 2026, 5:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b8152c81908c66d389bf14dc7e |
completed | March 9, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_69ae522f0394819087a7e7d9c6ca354c |
completed | March 9, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5316acf881908dde9d83c36c8fd0 |
completed | March 9, 2026, 4:56 a.m. |
| PD | Predicate disambiguation | batch_69abbd9846e88190b6c2941dd9ce7749 |
completed | March 7, 2026, 5:54 a.m. |
| PDg | Predicate description generation | batch_69abbea8bd4881908f72019a5acf6174 |
completed | March 7, 2026, 5:59 a.m. |
Created at: March 4, 2026, 7:44 p.m.