Triple
T9589717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Highway Freight Program |
E231384
|
entity |
| Predicate | focusesOn |
P31
|
FINISHED |
| Object |
National Highway Freight Network
The National Highway Freight Network is a designated system of key U.S. highways identified as critical for the efficient movement of freight and the nation’s economic competitiveness.
|
E808083
|
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: National Highway Freight Network | Statement: [National Highway Freight Program, focusesOn, National Highway Freight Network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Highway Freight Network Context triple: [National Highway Freight Program, focusesOn, National Highway Freight Network]
-
A.
National Highway Freight Program
The National Highway Freight Program is a U.S. federal funding program that supports improvements to the national freight highway network to enhance the efficient movement of goods.
-
B.
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.
-
C.
National Highway network
The National Highway network is India’s primary system of long-distance, high-capacity roads that connects major cities, ports, and economic centers across the country.
-
D.
National Highway System
The National Highway System is a network of strategically important U.S. roads, including Interstates and key state and local routes, that support the nation’s economy, defense, and mobility.
-
E.
E-road network
The E-road network is an international system of numbered roads that links major cities and regions across Europe, overlaying national highways to create a coordinated transcontinental route network.
- 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: National Highway Freight Network Triple: [National Highway Freight Program, focusesOn, National Highway Freight Network]
Generated description
The National Highway Freight Network is a designated system of key U.S. highways identified as critical for the efficient movement of freight and the nation’s economic competitiveness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Highway Freight Network Target entity description: The National Highway Freight Network is a designated system of key U.S. highways identified as critical for the efficient movement of freight and the nation’s economic competitiveness.
-
A.
National Highway Freight Program
The National Highway Freight Program is a U.S. federal funding program that supports improvements to the national freight highway network to enhance the efficient movement of goods.
-
B.
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.
-
C.
National Highway network
The National Highway network is India’s primary system of long-distance, high-capacity roads that connects major cities, ports, and economic centers across the country.
-
D.
National Highway System
The National Highway System is a network of strategically important U.S. roads, including Interstates and key state and local routes, that support the nation’s economy, defense, and mobility.
-
E.
E-road network
The E-road network is an international system of numbered roads that links major cities and regions across Europe, overlaying national highways to create a coordinated transcontinental route network.
- 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_69ca8482884481908eccdfdf64d6fbf7 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99f1696c8190addf1a43544f2c18 |
completed | April 1, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d161880adc819090a9be75ba2a1642 |
completed | April 4, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d161d569b88190a3d77bbe752e0c86 |
completed | April 4, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d162476bf481909a87057e4fd1dc11 |
completed | April 4, 2026, 7:11 p.m. |
Created at: March 30, 2026, 8:06 p.m.