Triple

T5152160
Position Surface form Disambiguated ID Type / Status
Subject Hub City E116219 entity
Predicate denotes P129 FINISHED
Object Crestview as a transportation hub
Crestview as a transportation hub refers to the city’s role as a key regional crossroads where major highways and transportation routes intersect, facilitating significant travel and commerce.
E498518 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: Crestview as a transportation hub | Statement: [Hub City, denotes, Crestview as a transportation hub]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crestview as a transportation hub
Context triple: [Hub City, denotes, Crestview as a transportation hub]
  • A. Peninsula Commute
    Peninsula Commute was the historic commuter rail service on the San Francisco Peninsula that later became known as Caltrain.
  • B. Transport Area
    The Transport Area is the part of the Internet Engineering Task Force (IETF) responsible for developing and maintaining transport-layer protocols and related technologies that govern end-to-end data delivery on the Internet.
  • C. City Transit Zone
    City Transit Zone is a central fare zone within the SEPTA transit system that covers local city transit services such as trolleys, buses, and subways in Philadelphia.
  • D. Charlotte regional transportation network
    The Charlotte regional transportation network is the integrated system of highways, transit services, and related infrastructure that supports travel and commerce throughout the Charlotte metropolitan area.
  • E. DART downtown transit corridor
    The DART downtown transit corridor is a central light rail and bus route network running through downtown Dallas, Texas, that connects multiple DART stations and facilitates high-frequency urban transit.
  • 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: Crestview as a transportation hub
Triple: [Hub City, denotes, Crestview as a transportation hub]
Generated description
Crestview as a transportation hub refers to the city’s role as a key regional crossroads where major highways and transportation routes intersect, facilitating significant travel and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crestview as a transportation hub
Target entity description: Crestview as a transportation hub refers to the city’s role as a key regional crossroads where major highways and transportation routes intersect, facilitating significant travel and commerce.
  • A. Peninsula Commute
    Peninsula Commute was the historic commuter rail service on the San Francisco Peninsula that later became known as Caltrain.
  • B. Transport Area
    The Transport Area is the part of the Internet Engineering Task Force (IETF) responsible for developing and maintaining transport-layer protocols and related technologies that govern end-to-end data delivery on the Internet.
  • C. City Transit Zone
    City Transit Zone is a central fare zone within the SEPTA transit system that covers local city transit services such as trolleys, buses, and subways in Philadelphia.
  • D. Charlotte regional transportation network
    The Charlotte regional transportation network is the integrated system of highways, transit services, and related infrastructure that supports travel and commerce throughout the Charlotte metropolitan area.
  • E. DART downtown transit corridor
    The DART downtown transit corridor is a central light rail and bus route network running through downtown Dallas, Texas, that connects multiple DART stations and facilitates high-frequency urban transit.
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd78daab708190a42734a14dddb2fc completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0099afc8190badca81bd5efb8f6 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed3f4af288190beec97356b21f990 completed March 21, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69bed49625688190972acb1cb0c2a83b completed March 21, 2026, 5:25 p.m.
Created at: March 20, 2026, 1:44 p.m.