Triple

T6215134
Position Surface form Disambiguated ID Type / Status
Subject California School of Fine Arts E138966 entity
Predicate hasAlumni P51 FINISHED
Object Wally Hedrick
Wally Hedrick was an American painter and key figure in the Beat Generation art scene, known for his politically charged works and contributions to the Bay Area avant-garde.
E592340 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: Wally Hedrick | Statement: [California School of Fine Arts, hasAlumni, Wally Hedrick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wally Hedrick
Context triple: [California School of Fine Arts, hasAlumni, Wally Hedrick]
  • A. Walt Anderson
    Walt Anderson is a former NFL official who served as a longtime referee and later became the league’s senior vice president of officiating.
  • B. Walt Dohrn
    Walt Dohrn is an American animator, voice actor, writer, and director best known for his creative leadership on DreamWorks Animation films such as the Trolls franchise.
  • C. Sherm Lollar
    Sherm Lollar was an American Major League Baseball catcher, best known for his long tenure with the Chicago White Sox, multiple All-Star selections, and strong defensive play in the 1950s.
  • D. Dennis Awtrey
    Dennis Awtrey is a former American professional basketball center known for his defensive play and role as a key contributor on several NBA teams during the 1970s and early 1980s.
  • E. Winston Hibler
    Winston Hibler was an American screenwriter, producer, and narrator best known for his long association with Walt Disney Studios, where he contributed to classic animated features and nature documentaries.
  • 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: Wally Hedrick
Triple: [California School of Fine Arts, hasAlumni, Wally Hedrick]
Generated description
Wally Hedrick was an American painter and key figure in the Beat Generation art scene, known for his politically charged works and contributions to the Bay Area avant-garde.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wally Hedrick
Target entity description: Wally Hedrick was an American painter and key figure in the Beat Generation art scene, known for his politically charged works and contributions to the Bay Area avant-garde.
  • A. Walt Anderson
    Walt Anderson is a former NFL official who served as a longtime referee and later became the league’s senior vice president of officiating.
  • B. Walt Dohrn
    Walt Dohrn is an American animator, voice actor, writer, and director best known for his creative leadership on DreamWorks Animation films such as the Trolls franchise.
  • C. Sherm Lollar
    Sherm Lollar was an American Major League Baseball catcher, best known for his long tenure with the Chicago White Sox, multiple All-Star selections, and strong defensive play in the 1950s.
  • D. Dennis Awtrey
    Dennis Awtrey is a former American professional basketball center known for his defensive play and role as a key contributor on several NBA teams during the 1970s and early 1980s.
  • E. Winston Hibler
    Winston Hibler was an American screenwriter, producer, and narrator best known for his long association with Walt Disney Studios, where he contributed to classic animated features and nature documentaries.
  • 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_69c008ada364819096c9e92c74d639b5 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062a0e0488190b71b42386bacf982 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640a2faf4819089bfbce9710ed22d completed March 27, 2026, 8:32 a.m.
NEDg Description generation batch_69c64195a0888190b2fd23950b6005ea completed March 27, 2026, 8:36 a.m.
NED2 Entity disambiguation (via description) batch_69c641e624d0819082c1333f8cbfe30d completed March 27, 2026, 8:37 a.m.
Created at: March 22, 2026, 4:21 p.m.