Triple

T18670135
Position Surface form Disambiguated ID Type / Status
Subject Phoenix beltway system E456451 entity
Predicate connectsTo P845 FINISHED
Object North Valley
North Valley is a suburban region in the northern part of the Phoenix metropolitan area known for its residential communities, shopping centers, and access to desert recreation.
 E1339138 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: North Valley | Statement: [Phoenix beltway system, connectsTo, North Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Valley
Context triple: [Phoenix beltway system, connectsTo, North Valley]
  • A. Perris Valley
    Perris Valley is a region in Riverside County, California, known for its growing suburban communities and transportation links to the greater Los Angeles area.
  • B. Roya Valley
    Roya Valley is a scenic alpine valley in southeastern France known for its dramatic gorges, mountain villages, and rich biodiversity within the southern Alps.
  • C. Luce Valley
    Luce Valley is a scenic valley in southwestern Scotland known for its historic sites and rural landscapes, including the medieval Glenluce Abbey.
  • D. Saddleback Valley
    Saddleback Valley is a suburban region in southern Orange County, California, known for its master-planned communities, foothill landscapes, and proximity to the Santa Ana Mountains.
  • E. Elgin Valley
    Elgin Valley is a renowned fruit- and wine-producing region in South Africa, celebrated for its cool-climate vineyards and apple orchards.
  • 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: North Valley
Triple: [Phoenix beltway system, connectsTo, North Valley]
Generated description
North Valley is a suburban region in the northern part of the Phoenix metropolitan area known for its residential communities, shopping centers, and access to desert recreation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Valley
Target entity description: North Valley is a suburban region in the northern part of the Phoenix metropolitan area known for its residential communities, shopping centers, and access to desert recreation.
  • A. Perris Valley
    Perris Valley is a region in Riverside County, California, known for its growing suburban communities and transportation links to the greater Los Angeles area.
  • B. Roya Valley
    Roya Valley is a scenic alpine valley in southeastern France known for its dramatic gorges, mountain villages, and rich biodiversity within the southern Alps.
  • C. Luce Valley
    Luce Valley is a scenic valley in southwestern Scotland known for its historic sites and rural landscapes, including the medieval Glenluce Abbey.
  • D. Saddleback Valley
    Saddleback Valley is a suburban region in southern Orange County, California, known for its master-planned communities, foothill landscapes, and proximity to the Santa Ana Mountains.
  • E. Elgin Valley
    Elgin Valley is a renowned fruit- and wine-producing region in South Africa, celebrated for its cool-climate vineyards and apple orchards.
  • 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e556b1140c81908002c27a33c03ae2 completed April 19, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b2987dc8190abb096954f8cc5c6 completed May 14, 2026, 1:53 a.m.
NEDg Description generation batch_6a052c1af8408190847dc533097b3791 completed May 14, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_6a052ccec4d081908df62f08eac157d5 completed May 14, 2026, 2 a.m.
Created at: April 10, 2026, 11:48 a.m.