Triple

T15893101
Position Surface form Disambiguated ID Type / Status
Subject Safford, Arizona E385377 entity
Predicate isPartOfMicropolitanArea P59417 FINISHED
Object Safford micropolitan area
The Safford micropolitan area is a small U.S. population center in southeastern Arizona centered on the city of Safford and its surrounding communities.
 E385377 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: Safford micropolitan area | Statement: [Safford, Arizona, isPartOfMicropolitanArea, Safford micropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Safford micropolitan area
Context triple: [Safford, Arizona, isPartOfMicropolitanArea, Safford micropolitan area]
  • A. Safford
    Safford is a surname of English origin borne by various notable individuals, including figures in American military and political history.
  • B. Sanford micropolitan area
    The Sanford micropolitan area is a small urban region in central North Carolina centered on the city of Sanford and its surrounding communities.
  • C. Safford, Arizona
    Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
  • D. Vermillion micropolitan area
    The Vermillion micropolitan area is a small urban and surrounding rural region centered on the city of Vermillion in southeastern South Dakota, known for hosting the University of South Dakota.
  • E. Ardmore micropolitan area
    The Ardmore micropolitan area is a small urban region in southern Oklahoma centered on the city of Ardmore, serving as a local hub for commerce and services within the broader Texoma region.
  • 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: Safford micropolitan area
Triple: [Safford, Arizona, isPartOfMicropolitanArea, Safford micropolitan area]
Generated description
The Safford micropolitan area is a small U.S. population center in southeastern Arizona centered on the city of Safford and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Safford micropolitan area
Target entity description: The Safford micropolitan area is a small U.S. population center in southeastern Arizona centered on the city of Safford and its surrounding communities.
  • A. Safford
    Safford is a surname of English origin borne by various notable individuals, including figures in American military and political history.
  • B. Sanford micropolitan area
    The Sanford micropolitan area is a small urban region in central North Carolina centered on the city of Sanford and its surrounding communities.
  • C. Safford, Arizona chosen
    Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
  • D. Vermillion micropolitan area
    The Vermillion micropolitan area is a small urban and surrounding rural region centered on the city of Vermillion in southeastern South Dakota, known for hosting the University of South Dakota.
  • E. Ardmore micropolitan area
    The Ardmore micropolitan area is a small urban region in southern Oklahoma centered on the city of Ardmore, serving as a local hub for commerce and services within the broader Texoma region.
  • F. None of above.

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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1563727cc819086b5c18b655dd7f6 completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb0497cb481908e8ea4ebb9c4039d completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb1b0ac6481908d2e6106c0984d21 completed May 9, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69ffb2461ea48190ba05f7da71b0f80f completed May 9, 2026, 10:16 p.m.
Created at: April 10, 2026, 4:51 a.m.