Triple

T16324621
Position Surface form Disambiguated ID Type / Status
Subject North Central Florida E396380 entity
Predicate hasMajorCity P316 FINISHED
Object Sanford
Sanford is a city in central Florida known as a historic gateway to the region, featuring a busy regional airport and a revitalized downtown on the shores of Lake Monroe.
 E1218612 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: Sanford | Statement: [North Central Florida, hasMajorCity, Sanford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sanford
Context triple: [North Central Florida, hasMajorCity, Sanford]
  • A. Sanford
    Sanford is a major American manufacturer of writing instruments, best known as the parent company behind brands like Sharpie and Paper Mate.
  • B. Sanford
    Sanford is a small rural town located in Conejos County in southern Colorado, known for its agricultural surroundings and close-knit community.
  • C. Sanford
    Sanford is a city in central North Carolina that serves as a regional hub for education, industry, and commerce.
  • D. Sanford
    Sanford is a classic American television sitcom best known for its sharp-tongued humor and portrayal of a cantankerous junk dealer and his family in Los Angeles.
  • E. Sanford
    Sanford is an American television sitcom that served as a continuation of the classic series "Sanford and Son," featuring Redd Foxx reprising his role as Fred Sanford.
  • 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: Sanford
Triple: [North Central Florida, hasMajorCity, Sanford]
Generated description
Sanford is a city in central Florida known as a historic gateway to the region, featuring a busy regional airport and a revitalized downtown on the shores of Lake Monroe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sanford
Target entity description: Sanford is a city in central Florida known as a historic gateway to the region, featuring a busy regional airport and a revitalized downtown on the shores of Lake Monroe.
  • A. Sanford
    Sanford is a city in central North Carolina that serves as a regional hub for education, industry, and commerce.
  • B. Sanford
    Sanford is a small town located in Covington County in the southern part of the U.S. state of Alabama.
  • C. Sanford
    Sanford is a classic American television sitcom best known for its sharp-tongued humor and portrayal of a cantankerous junk dealer and his family in Los Angeles.
  • D. Sanford
    Sanford is a small rural town located in Conejos County in southern Colorado, known for its agricultural surroundings and close-knit community.
  • E. Sanford
    Sanford is an American philanthropist and businessman best known for his major charitable contributions to healthcare and education institutions.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b8fe988190adee72b23246052f completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00606d1b00819082f1a6084875d9de completed May 10, 2026, 10:39 a.m.
NEDg Description generation batch_6a0061f313cc819099b86ec11e3c794f completed May 10, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0062665d908190b8127b21edcad30e completed May 10, 2026, 10:48 a.m.
Created at: April 10, 2026, 5:06 a.m.