Triple

T16643712
Position Surface form Disambiguated ID Type / Status
Subject Larry Hillblom E404409 entity
Predicate placeOfBirth P1 FINISHED
Object Kingsburg, California, United States
Kingsburg, California, United States is a small Central Valley city known for its strong Swedish heritage, agricultural economy, and distinctive Scandinavian-themed architecture.
E1225332 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: Kingsburg, California, United States | Statement: [Larry Hillblom, placeOfBirth, Kingsburg, California, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kingsburg, California, United States
Context triple: [Larry Hillblom, placeOfBirth, Kingsburg, California, United States]
  • A. King City, California
    King City, California is a small agricultural community in the Salinas Valley of Monterey County known for its farming economy and rural character.
  • B. Cromberg, California
    Cromberg, California is a small census-designated community located in the Sierra Nevada region of northeastern California.
  • C. Keene, California
    Keene, California is a small unincorporated community in Kern County best known as the longtime base of operations for César Chávez and the United Farm Workers labor movement.
  • D. Sanger, California
    Sanger, California is a small agricultural city in Fresno County in California’s San Joaquin Valley, known for its farming community and proximity to the Kings River.
  • E. Bishop, California
    Bishop, California is a small Eastern Sierra city known as a gateway to outdoor recreation in the Owens Valley and nearby Sierra Nevada.
  • 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: Kingsburg, California, United States
Triple: [Larry Hillblom, placeOfBirth, Kingsburg, California, United States]
Generated description
Kingsburg, California, United States is a small Central Valley city known for its strong Swedish heritage, agricultural economy, and distinctive Scandinavian-themed architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kingsburg, California, United States
Target entity description: Kingsburg, California, United States is a small Central Valley city known for its strong Swedish heritage, agricultural economy, and distinctive Scandinavian-themed architecture.
  • A. King City, California
    King City, California is a small agricultural community in the Salinas Valley of Monterey County known for its farming economy and rural character.
  • B. Cromberg, California
    Cromberg, California is a small census-designated community located in the Sierra Nevada region of northeastern California.
  • C. Keene, California
    Keene, California is a small unincorporated community in Kern County best known as the longtime base of operations for César Chávez and the United Farm Workers labor movement.
  • D. Sanger, California
    Sanger, California is a small agricultural city in Fresno County in California’s San Joaquin Valley, known for its farming community and proximity to the Kings River.
  • E. Bishop, California
    Bishop, California is a small Eastern Sierra city known as a gateway to outdoor recreation in the Owens Valley and nearby Sierra Nevada.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ad3b12c8190a32e33d9ecff9dae completed April 18, 2026, 12:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084bd1b648190b6189533dcd7b9ac completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008568d2e88190a3757c7d48fa464b completed May 10, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0085d27d188190a13ba94c6a642dde completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 5:18 a.m.