Triple

T3477931
Position Surface form Disambiguated ID Type / Status
Subject M-39 (Southfield Freeway) E73418 entity
Predicate isPartOfNetwork P840 FINISHED
Object Detroit area freeway network
The Detroit area freeway network is an interconnected system of limited-access highways serving metropolitan Detroit, facilitating regional commuting, freight movement, and access to the city and its suburbs.
E361563 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: Detroit area freeway network | Statement: [M-39 (Southfield Freeway), isPartOfNetwork, Detroit area freeway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Detroit area freeway network
Context triple: [M-39 (Southfield Freeway), isPartOfNetwork, Detroit area freeway network]
  • A. Chicago expressway system
    The Chicago expressway system is a network of major limited-access highways that connect the city of Chicago with its suburbs and regional destinations, facilitating high-volume commuter and freight traffic.
  • B. Michigan state trunkline highway system
    The Michigan state trunkline highway system is the statewide network of primary state-maintained highways, including numbered M-, I-, and US-routes that connect cities and regions across Michigan.
  • C. Boston beltway system
    The Boston beltway system is a network of highways encircling the Boston metropolitan area that facilitates regional traffic flow and suburban connectivity.
  • D. M-39 (Southfield Freeway)
    M-39, known as the Southfield Freeway, is a major north–south state highway in the Detroit metropolitan area that serves as a key commuter route through communities including Southfield and Dearborn, Michigan.
  • E. Washington, D.C. arterial road network
    The Washington, D.C. arterial road network is the system of major streets and avenues that carries high-volume traffic across the U.S. capital, linking its neighborhoods, downtown core, and regional highways.
  • 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: Detroit area freeway network
Triple: [M-39 (Southfield Freeway), isPartOfNetwork, Detroit area freeway network]
Generated description
The Detroit area freeway network is an interconnected system of limited-access highways serving metropolitan Detroit, facilitating regional commuting, freight movement, and access to the city and its suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Detroit area freeway network
Target entity description: The Detroit area freeway network is an interconnected system of limited-access highways serving metropolitan Detroit, facilitating regional commuting, freight movement, and access to the city and its suburbs.
  • A. Chicago expressway system
    The Chicago expressway system is a network of major limited-access highways that connect the city of Chicago with its suburbs and regional destinations, facilitating high-volume commuter and freight traffic.
  • B. Michigan state trunkline highway system
    The Michigan state trunkline highway system is the statewide network of primary state-maintained highways, including numbered M-, I-, and US-routes that connect cities and regions across Michigan.
  • C. Boston beltway system
    The Boston beltway system is a network of highways encircling the Boston metropolitan area that facilitates regional traffic flow and suburban connectivity.
  • D. M-39 (Southfield Freeway)
    M-39, known as the Southfield Freeway, is a major north–south state highway in the Detroit metropolitan area that serves as a key commuter route through communities including Southfield and Dearborn, Michigan.
  • E. Washington, D.C. arterial road network
    The Washington, D.C. arterial road network is the system of major streets and avenues that carries high-volume traffic across the U.S. capital, linking its neighborhoods, downtown core, and regional highways.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5b7584819096eadd1c5268eab1 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681822488190a9876a21236f9aa3 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b4e504819094ca0adbdbe7bfd9 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693a8d6481909dadce4ac6109ff3 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.