Triple

T6445663
Position Surface form Disambiguated ID Type / Status
Subject Southern Arizona E138335 entity
Predicate hasMajorCity P316 FINISHED
Object Marana
Marana is a growing suburban town in southern Arizona known for its proximity to Tucson, desert landscapes, and agricultural and residential communities.
 E594038 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: Marana | Statement: [Southern Arizona, hasMajorCity, Marana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marana
Context triple: [Southern Arizona, hasMajorCity, Marana]
  • A. Sonoyta
    Sonoyta is a small town in the Mexican state of Sonora, located near the U.S. border opposite Lukeville, Arizona, and serving as a gateway to the surrounding desert and protected natural areas.
  • B. Murias
    Murias are an indigenous tribal community of the Bastar region in central India, known for their distinct cultural traditions, social organization, and art forms.
  • C. Upangas
    Upangas are a group of secondary Jain scriptures that elaborate and supplement the teachings found in the primary Agamas.
  • D. Cinca
    The Cinca is a major river in northeastern Spain that flows through the province of Huesca as a tributary of the Ebro.
  • E. Denaun
    Denaun is an American rapper and record producer best known as Mr. Porter, a longtime member of D12 and frequent collaborator with Eminem.
  • 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: Marana
Triple: [Southern Arizona, hasMajorCity, Marana]
Generated description
Marana is a growing suburban town in southern Arizona known for its proximity to Tucson, desert landscapes, and agricultural and residential communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marana
Target entity description: Marana is a growing suburban town in southern Arizona known for its proximity to Tucson, desert landscapes, and agricultural and residential communities.
  • A. Sonoyta
    Sonoyta is a small town in the Mexican state of Sonora, located near the U.S. border opposite Lukeville, Arizona, and serving as a gateway to the surrounding desert and protected natural areas.
  • B. Murias
    Murias are an indigenous tribal community of the Bastar region in central India, known for their distinct cultural traditions, social organization, and art forms.
  • C. Upangas
    Upangas are a group of secondary Jain scriptures that elaborate and supplement the teachings found in the primary Agamas.
  • D. Cinca
    The Cinca is a major river in northeastern Spain that flows through the province of Huesca as a tributary of the Ebro.
  • E. Denaun
    Denaun is an American rapper and record producer best known as Mr. Porter, a longtime member of D12 and frequent collaborator with Eminem.
  • 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_69c008aa61ac8190bc96715ed79fe2d8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0698d866c81909ef3e0a53833ff7d completed March 22, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bca1e3c81909c50177286b92ce5 completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64c5e5e5c8190b24aea7e4114daa5 completed March 27, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69c64da81a0881908fc5716aeb0e47fa completed March 27, 2026, 9:28 a.m.
Created at: March 22, 2026, 4:46 p.m.