Triple

T4441556
Position Surface form Disambiguated ID Type / Status
Subject Boston beltway system E95781 entity
Predicate partOf P40 FINISHED
Object New England highway network
The New England highway network is the interconnected system of major roads and interstates that links cities and towns across the New England region of the northeastern United States.
 E439295 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: New England highway network | Statement: [Boston beltway system, partOf, New England highway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New England highway network
Context triple: [Boston beltway system, partOf, New England highway network]
  • A. Massachusetts state highway system
    The Massachusetts state highway system is the network of numbered state-maintained roads and highways that facilitates regional and statewide transportation across the Commonwealth of Massachusetts.
  • B. 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.
  • C. New England rail network
    The New England rail network is the interconnected system of freight and passenger rail lines serving the six New England states, historically built by numerous regional railroads and still vital to the region’s transportation and economy.
  • D. Massachusetts Route
    A Massachusetts Route is a numbered state highway within the Commonwealth of Massachusetts that forms part of the state's primary road network.
  • E. Interstate Highways in Massachusetts
    Interstate Highways in Massachusetts are the network of federally funded, high-speed roadways that connect major cities and regions within the state to the broader U.S. Interstate Highway System.
  • 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: New England highway network
Triple: [Boston beltway system, partOf, New England highway network]
Generated description
The New England highway network is the interconnected system of major roads and interstates that links cities and towns across the New England region of the northeastern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New England highway network
Target entity description: The New England highway network is the interconnected system of major roads and interstates that links cities and towns across the New England region of the northeastern United States.
  • A. Massachusetts state highway system
    The Massachusetts state highway system is the network of numbered state-maintained roads and highways that facilitates regional and statewide transportation across the Commonwealth of Massachusetts.
  • B. 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.
  • C. New England rail network
    The New England rail network is the interconnected system of freight and passenger rail lines serving the six New England states, historically built by numerous regional railroads and still vital to the region’s transportation and economy.
  • D. Massachusetts Route
    A Massachusetts Route is a numbered state highway within the Commonwealth of Massachusetts that forms part of the state's primary road network.
  • E. Interstate Highways in Massachusetts
    Interstate Highways in Massachusetts are the network of federally funded, high-speed roadways that connect major cities and regions within the state to the broader U.S. Interstate Highway System.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355ad71588190b1dcad4250472c29 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61380fca08190bf036a7d82cee0e7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6143adefc81908f6c639906e0fd1a completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614b00dbc8190a7ea0477bedbc96a completed March 15, 2026, 2:08 a.m.
Created at: March 12, 2026, 11:32 p.m.