Triple

T7022210
Position Surface form Disambiguated ID Type / Status
Subject SR 143 E162853 entity
Predicate region P40 FINISHED
Object South-Central Phoenix
South-Central Phoenix is an urban area of Phoenix, Arizona, characterized by major transportation corridors, diverse neighborhoods, and a mix of residential, commercial, and industrial development just south of the city’s downtown core.
E636719 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: South-Central Phoenix | Statement: [SR 143, region, South-Central Phoenix]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South-Central Phoenix
Context triple: [SR 143, region, South-Central Phoenix]
  • A. West Valley of the Phoenix metropolitan area
    The West Valley of the Phoenix metropolitan area is the fast-growing western portion of Greater Phoenix, encompassing suburban cities and communities such as Surprise, Glendale, Peoria, and Goodyear.
  • B. Arizona Sun Corridor
    The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
  • C. Phoenix metropolitan area
    The Phoenix metropolitan area is a large, rapidly growing urban region in central Arizona centered on the city of Phoenix and known for its desert climate, sprawling suburbs, and major economic and cultural influence in the American Southwest.
  • D. Scottsdale, Arizona
    Scottsdale, Arizona is a resort city in the Sonoran Desert near Phoenix, known for its upscale tourism, golf courses, and vibrant arts and nightlife scenes.
  • E. San Tan Valley, Arizona
    San Tan Valley, Arizona is a rapidly growing unincorporated community in the Phoenix metropolitan area known for its suburban residential developments and proximity to the San Tan Mountains.
  • 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: South-Central Phoenix
Triple: [SR 143, region, South-Central Phoenix]
Generated description
South-Central Phoenix is an urban area of Phoenix, Arizona, characterized by major transportation corridors, diverse neighborhoods, and a mix of residential, commercial, and industrial development just south of the city’s downtown core.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South-Central Phoenix
Target entity description: South-Central Phoenix is an urban area of Phoenix, Arizona, characterized by major transportation corridors, diverse neighborhoods, and a mix of residential, commercial, and industrial development just south of the city’s downtown core.
  • A. West Valley of the Phoenix metropolitan area
    The West Valley of the Phoenix metropolitan area is the fast-growing western portion of Greater Phoenix, encompassing suburban cities and communities such as Surprise, Glendale, Peoria, and Goodyear.
  • B. Arizona Sun Corridor
    The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
  • C. Phoenix metropolitan area
    The Phoenix metropolitan area is a large, rapidly growing urban region in central Arizona centered on the city of Phoenix and known for its desert climate, sprawling suburbs, and major economic and cultural influence in the American Southwest.
  • D. Scottsdale, Arizona
    Scottsdale, Arizona is a resort city in the Sonoran Desert near Phoenix, known for its upscale tourism, golf courses, and vibrant arts and nightlife scenes.
  • E. San Tan Valley, Arizona
    San Tan Valley, Arizona is a rapidly growing unincorporated community in the Phoenix metropolitan area known for its suburban residential developments and proximity to the San Tan Mountains.
  • 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_69c6885b26248190a857541e3d10e299 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1ec34a48190b64cafb94e2f8706 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7757c87788190b09ced669b5c4d83 completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c7777be0d08190b6be22c72d2da12e completed March 28, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69c77851ace48190a2a4899181f3d14a completed March 28, 2026, 6:42 a.m.
Created at: March 27, 2026, 2:35 p.m.