Triple

T9182716
Position Surface form Disambiguated ID Type / Status
Subject Interstate 635 E220372 entity
Predicate partOf P40 FINISHED
Object Dallas beltway system
The Dallas beltway system is a network of highways and loops encircling the Dallas metropolitan area to facilitate circumferential and bypass traffic flow.
 E783026 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: Dallas beltway system | Statement: [Interstate 635, partOf, Dallas beltway system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dallas beltway system
Context triple: [Interstate 635, partOf, Dallas beltway system]
  • A. Phoenix beltway system
    The Phoenix beltway system is a network of limited-access highways encircling the Phoenix metropolitan area to facilitate regional traffic flow and bypass surface streets.
  • B. Dallas–Fort Worth freeway network
    The Dallas–Fort Worth freeway network is an extensive, interconnected system of highways and expressways serving the Dallas–Fort Worth metropolitan area, one of the largest and most heavily traveled urban regions in Texas.
  • 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. 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.
  • E. Phoenix regional freeway system
    The Phoenix regional freeway system is an interconnected network of highways and loops serving the greater Phoenix metropolitan area, facilitating regional travel and commuter traffic across the Valley.
  • 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: Dallas beltway system
Triple: [Interstate 635, partOf, Dallas beltway system]
Generated description
The Dallas beltway system is a network of highways and loops encircling the Dallas metropolitan area to facilitate circumferential and bypass traffic flow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dallas beltway system
Target entity description: The Dallas beltway system is a network of highways and loops encircling the Dallas metropolitan area to facilitate circumferential and bypass traffic flow.
  • A. Phoenix beltway system
    The Phoenix beltway system is a network of limited-access highways encircling the Phoenix metropolitan area to facilitate regional traffic flow and bypass surface streets.
  • B. Dallas–Fort Worth freeway network
    The Dallas–Fort Worth freeway network is an extensive, interconnected system of highways and expressways serving the Dallas–Fort Worth metropolitan area, one of the largest and most heavily traveled urban regions in Texas.
  • 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. 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.
  • E. Phoenix regional freeway system
    The Phoenix regional freeway system is an interconnected network of highways and loops serving the greater Phoenix metropolitan area, facilitating regional travel and commuter traffic across the Valley.
  • 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_69ca83e589948190ac9907819db11ddf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccc2553e548190898434aeda517407 completed April 1, 2026, 6:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c1474a08190aa3e3e90326a20d1 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05ca2a3f881909ed9193560b5b0cd completed April 4, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69d05d4191f8819083c0ae2a68059c93 completed April 4, 2026, 12:37 a.m.
Created at: March 30, 2026, 7:23 p.m.