Triple

T5157681
Position Surface form Disambiguated ID Type / Status
Subject Merced County E116353 entity
Predicate hasCity P316 FINISHED
Object Atwater
Atwater is a small city in California’s San Joaquin Valley, known historically for its agricultural roots and proximity to the former Castle Air Force Base.
 E498327 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: Atwater | Statement: [Merced County, hasCity, Atwater]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atwater
Context triple: [Merced County, hasCity, Atwater]
  • A. Riverside
    Riverside is a major inland city in Southern California known as the birthplace of the California citrus industry and a key center of the Inland Empire region.
  • B. Riverside
    Riverside is a suburban neighborhood and village within the city of East Providence in Rhode Island, known for its residential character and proximity to Narragansett Bay.
  • C. Riverside
    Riverside is a major light rail station and park-and-ride facility in Newton, Massachusetts, serving as the western terminus of the MBTA Green Line D branch.
  • D. Riverside
    Riverside is a leisure and entertainment district in Norwich, England, featuring shops, restaurants, a cinema, and nightlife venues along the riverside.
  • E. Riverside
    Riverside is a residential neighborhood in the town of Greenwich, Connecticut, known for its suburban character and proximity to the Long Island Sound.
  • 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: Atwater
Triple: [Merced County, hasCity, Atwater]
Generated description
Atwater is a small city in California’s San Joaquin Valley, known historically for its agricultural roots and proximity to the former Castle Air Force Base.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atwater
Target entity description: Atwater is a small city in California’s San Joaquin Valley, known historically for its agricultural roots and proximity to the former Castle Air Force Base.
  • A. Riverside
    Riverside is a major inland city in Southern California known as the birthplace of the California citrus industry and a key center of the Inland Empire region.
  • B. Riverside
    Riverside is a major light rail station and park-and-ride facility in Newton, Massachusetts, serving as the western terminus of the MBTA Green Line D branch.
  • C. Riverside
    Riverside is a suburban neighborhood and village within the city of East Providence in Rhode Island, known for its residential character and proximity to Narragansett Bay.
  • D. Riverside
    Riverside is a residential neighborhood in the town of Greenwich, Connecticut, known for its suburban character and proximity to the Long Island Sound.
  • E. Riverside
    Riverside is a leisure and entertainment district in Norwich, England, featuring shops, restaurants, a cinema, and nightlife venues along the riverside.
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7902fbe48190abb58cb0b2b2b62d completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0168a648190a470507802aa8934 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed0b4c8648190a151383277a8297d completed March 21, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_69bed14d7a5c8190ac5b09f59a8dda1a completed March 21, 2026, 5:11 p.m.
Created at: March 20, 2026, 1:44 p.m.