Triple

T4608062
Position Surface form Disambiguated ID Type / Status
Subject Loop 101 E100484 entity
Predicate regionServed P82 FINISHED
Object West Valley
West Valley is a suburban region in the western part of the Phoenix metropolitan area in Arizona, encompassing cities such as Glendale, Peoria, and Surprise.
E456450 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: West Valley | Statement: [Loop 101, regionServed, West Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: West Valley
Context triple: [Loop 101, regionServed, West Valley]
  • A. West Valley
    West Valley is the less-frequently visited western branch of Egypt’s Valley of the Kings, containing a smaller number of royal tombs in a more remote desert setting.
  • B. Paradise Valley
    Paradise Valley is an affluent, scenic town in the Phoenix metropolitan area of Arizona, known for its luxury resorts, golf courses, and desert mountain views.
  • C. Paradise Valley
    Paradise Valley is a small rural community in northern Nevada known for its ranching heritage and scenic high-desert landscape.
  • D. Paradise Valley
    Paradise Valley is a 2013 studio album by American singer-songwriter John Mayer that blends folk, blues, and country influences.
  • E. Paradise Valley
    Paradise Valley is a residential neighborhood in South San Francisco, California, known for its hillside homes and suburban character near the northern end of the San Francisco Peninsula.
  • 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: West Valley
Triple: [Loop 101, regionServed, West Valley]
Generated description
West Valley is a suburban region in the western part of the Phoenix metropolitan area in Arizona, encompassing cities such as Glendale, Peoria, and Surprise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: West Valley
Target entity description: West Valley is a suburban region in the western part of the Phoenix metropolitan area in Arizona, encompassing cities such as Glendale, Peoria, and Surprise.
  • A. West Valley
    West Valley is the less-frequently visited western branch of Egypt’s Valley of the Kings, containing a smaller number of royal tombs in a more remote desert setting.
  • B. Paradise Valley
    Paradise Valley is an affluent, scenic town in the Phoenix metropolitan area of Arizona, known for its luxury resorts, golf courses, and desert mountain views.
  • C. Paradise Valley
    Paradise Valley is a small rural community in northern Nevada known for its ranching heritage and scenic high-desert landscape.
  • D. Paradise Valley
    Paradise Valley is a 2013 studio album by American singer-songwriter John Mayer that blends folk, blues, and country influences.
  • E. Paradise Valley
    Paradise Valley is a residential neighborhood in South San Francisco, California, known for its hillside homes and suburban character near the northern end of the San Francisco Peninsula.
  • 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599debdc81909d11d0e871c666bb completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa789cdc8190add02a5970f9a0b6 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb385ccc8190ab8de82c6df645cf completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbcdb6d881909feb3a6be81a567f completed March 21, 2026, 2 a.m.
Created at: March 20, 2026, 1:12 p.m.