Triple
T9543361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 29 Business |
E230215
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
Business routes of U.S. Highways
Business routes of U.S. Highways are special highway alignments that pass directly through the downtown or commercial centers of cities and towns, providing local access while the main U.S. Highway bypasses the area.
|
E3535
|
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: Business routes of U.S. Highways | Statement: [29 Business, category, Business routes of U.S. Highways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business routes of U.S. Highways Context triple: [29 Business, category, Business routes of U.S. Highways]
-
A.
U.S. Numbered Highways in Massachusetts
U.S. Numbered Highways in Massachusetts are the federally designated routes that form a key part of the state’s road network, connecting major cities and regions within Massachusetts to the broader United States highway system.
-
B.
National Highways
National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
-
C.
North–south Interstate Highways
North–south Interstate Highways are major U.S. Interstate routes that primarily run in a north–south direction, typically designated with odd route numbers and serving as key long-distance transportation corridors.
-
D.
United States Numbered Highway System
The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
-
E.
National Highway network
The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
- 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: Business routes of U.S. Highways Triple: [29 Business, category, Business routes of U.S. Highways]
Generated description
Business routes of U.S. Highways are special highway alignments that pass directly through the downtown or commercial centers of cities and towns, providing local access while the main U.S. Highway bypasses the area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business routes of U.S. Highways Target entity description: Business routes of U.S. Highways are special highway alignments that pass directly through the downtown or commercial centers of cities and towns, providing local access while the main U.S. Highway bypasses the area.
-
A.
U.S. Numbered Highways in Massachusetts
U.S. Numbered Highways in Massachusetts are the federally designated routes that form a key part of the state’s road network, connecting major cities and regions within Massachusetts to the broader United States highway system.
-
B.
National Highways
National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
-
C.
North–south Interstate Highways
North–south Interstate Highways are major U.S. Interstate routes that primarily run in a north–south direction, typically designated with odd route numbers and serving as key long-distance transportation corridors.
-
D.
United States Numbered Highway System
chosen
The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
-
E.
National Highway network
The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
- F. None of above.
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_69ca847c70b8819088a0a0bad64a50d6 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98e9be048190bf1f01884ff7c362 |
completed | April 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c6cd93c8190ac197afda780ce78 |
completed | April 4, 2026, 5:37 p.m. |
| NEDg | Description generation | batch_69d14d44b7f08190b66fecb315b37535 |
completed | April 4, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14e0823e881908ed723d20f14789b |
completed | April 4, 2026, 5:44 p.m. |
Created at: March 30, 2026, 8:01 p.m.