Triple

T5218408
Position Surface form Disambiguated ID Type / Status
Subject Gilbert, Arizona E117808 entity
Predicate locatedInRegion P40 FINISHED
Object Southeast Valley
Southeast Valley is a suburban region in the southeastern part of the Phoenix metropolitan area known for its rapidly growing communities, family-friendly neighborhoods, and strong local economies.
 E502822 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: Southeast Valley | Statement: [Gilbert, Arizona, locatedInRegion, Southeast Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southeast Valley
Context triple: [Gilbert, Arizona, locatedInRegion, Southeast Valley]
  • A. Verde Valley
    Verde Valley is a region in central Arizona known for its river-fed landscapes, red rock formations, and long-standing significance as part of the ancestral homeland of Indigenous peoples, including the Yavapai.
  • B. Sane Valley
    Sane Valley is a valley on the island of Saint Helena best known as the site of Napoleon Bonaparte’s tomb.
  • C. Tri-Valley
    The Tri-Valley is a suburban region in the eastern San Francisco Bay Area of California, centered around the cities of Dublin, Pleasanton, and Livermore.
  • D. Indian Valley
    Indian Valley is a rural community area in northeastern California known for its scenic mountain landscapes, ranching, and small historic towns.
  • E. Mesilla Valley
    Mesilla Valley is a fertile agricultural region along the Rio Grande in southern New Mexico and western Texas, known for its chile and pecan production and historic communities.
  • 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: Southeast Valley
Triple: [Gilbert, Arizona, locatedInRegion, Southeast Valley]
Generated description
Southeast Valley is a suburban region in the southeastern part of the Phoenix metropolitan area known for its rapidly growing communities, family-friendly neighborhoods, and strong local economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southeast Valley
Target entity description: Southeast Valley is a suburban region in the southeastern part of the Phoenix metropolitan area known for its rapidly growing communities, family-friendly neighborhoods, and strong local economies.
  • A. Verde Valley
    Verde Valley is a region in central Arizona known for its river-fed landscapes, red rock formations, and long-standing significance as part of the ancestral homeland of Indigenous peoples, including the Yavapai.
  • B. Sane Valley
    Sane Valley is a valley on the island of Saint Helena best known as the site of Napoleon Bonaparte’s tomb.
  • C. Tri-Valley
    The Tri-Valley is a suburban region in the eastern San Francisco Bay Area of California, centered around the cities of Dublin, Pleasanton, and Livermore.
  • D. Indian Valley
    Indian Valley is a rural community area in northeastern California known for its scenic mountain landscapes, ranching, and small historic towns.
  • E. Mesilla Valley
    Mesilla Valley is a fertile agricultural region along the Rio Grande in southern New Mexico and western Texas, known for its chile and pecan production and historic communities.
  • 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a96d49c8190a58726a57edebdcc completed March 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefebe3b081909f3fe50cf3d73653 completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef0bfd76c8190ab48fed23b21c70b completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef168c2088190bba7fce5219b0d1f completed March 21, 2026, 7:28 p.m.
Created at: March 20, 2026, 1:48 p.m.