Triple

T14830610
Position Surface form Disambiguated ID Type / Status
Subject Curtis Armstrong E348689 entity
Predicate educatedAt P5 FINISHED
Object Berkley High School
Berkley High School is a public secondary school in Berkley, Michigan, known for serving the local community and producing alumni such as actor Curtis Armstrong.
 E1123098 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: Berkley High School | Statement: [Curtis Armstrong, educatedAt, Berkley High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkley High School
Context triple: [Curtis Armstrong, educatedAt, Berkley High School]
  • A. Portland High School
    Portland High School is a public secondary school in Portland, Maine, known as one of the oldest high schools in the United States.
  • B. Lloyd V. Berkner High School
    Lloyd V. Berkner High School is a public high school in Richardson, Texas, known in part as the alma mater of actor Jensen Ackles.
  • C. Oakland High School
    Oakland High School is a historic public high school in Oakland, California, known for educating notable figures including author Jack London.
  • D. Union High School
    Union High School is a public secondary school serving students in and around La Porte City, Iowa.
  • E. Union High School
    Union High School is an American secondary school best known as the alma mater of actor and comedian Robert Wuhl.
  • 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: Berkley High School
Triple: [Curtis Armstrong, educatedAt, Berkley High School]
Generated description
Berkley High School is a public secondary school in Berkley, Michigan, known for serving the local community and producing alumni such as actor Curtis Armstrong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkley High School
Target entity description: Berkley High School is a public secondary school in Berkley, Michigan, known for serving the local community and producing alumni such as actor Curtis Armstrong.
  • A. Portland High School
    Portland High School is a public secondary school in Portland, Maine, known as one of the oldest high schools in the United States.
  • B. Lloyd V. Berkner High School
    Lloyd V. Berkner High School is a public high school in Richardson, Texas, known in part as the alma mater of actor Jensen Ackles.
  • C. Oakland High School
    Oakland High School is a historic public high school in Oakland, California, known for educating notable figures including author Jack London.
  • D. Union High School
    Union High School is an American secondary school best known as the alma mater of actor and comedian Robert Wuhl.
  • E. Union High School
    Union High School is an American secondary school best known as the alma mater of actor Ray Liotta.
  • 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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0748eec8190a39c94024c3a3e3e completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64fc8cdc8190a142a2a3ef889e72 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe65e5a29c819099b981499a4f4bc8 completed May 8, 2026, 10:38 p.m.
NED2 Entity disambiguation (via description) batch_69fe66687bc88190a05acf107c0a1388 completed May 8, 2026, 10:40 p.m.
Created at: April 10, 2026, 1:51 a.m.