Triple

T15435948
Position Surface form Disambiguated ID Type / Status
Subject Dr. John Becker E369761 entity
Predicate hasFriend P8712 FINISHED
Object Reggie Kostas
Reggie Kostas is a recurring character on the TV sitcom "Becker," known as the tough, sarcastic owner of the diner frequented by Dr. John Becker.
 E457480 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: Reggie Kostas | Statement: [Dr. John Becker, hasFriend, Reggie Kostas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reggie Kostas
Context triple: [Dr. John Becker, hasFriend, Reggie Kostas]
  • A. John Kapelos
    John Kapelos is a Canadian character actor best known for his roles in films like The Breakfast Club and numerous television series.
  • B. Kostas Zougris
    Kostas Zougris is a musician best known as a member of the influential 1960s Greek rock band The Forminx.
  • C. Bobby Smyrniotis
    Bobby Smyrniotis is a Canadian soccer coach best known for leading Forge FC to multiple Canadian Premier League championships.
  • D. John Iliopoulos
    John Iliopoulos is a Greek theoretical physicist renowned for his contributions to particle physics, including co-formulating the Glashow–Iliopoulos–Maiani (GIM) mechanism that helped establish the existence of the charm quark.
  • E. Andrew Vassiliadis
    Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
  • 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: Reggie Kostas
Triple: [Dr. John Becker, hasFriend, Reggie Kostas]
Generated description
Reggie Kostas is a recurring character on the TV sitcom "Becker," known as the tough, sarcastic owner of the diner frequented by Dr. John Becker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Reggie Kostas
Target entity description: Reggie Kostas is a recurring character on the TV sitcom "Becker," known as the tough, sarcastic owner of the diner frequented by Dr. John Becker.
  • A. John Kapelos chosen
    John Kapelos is a Canadian character actor best known for his roles in films like The Breakfast Club and numerous television series.
  • B. Kostas Zougris
    Kostas Zougris is a musician best known as a member of the influential 1960s Greek rock band The Forminx.
  • C. Bobby Smyrniotis
    Bobby Smyrniotis is a Canadian soccer coach best known for leading Forge FC to multiple Canadian Premier League championships.
  • D. John Iliopoulos
    John Iliopoulos is a Greek theoretical physicist renowned for his contributions to particle physics, including co-formulating the Glashow–Iliopoulos–Maiani (GIM) mechanism that helped establish the existence of the charm quark.
  • E. Andrew Vassiliadis
    Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
  • F. None of above.

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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03edb3ec481908b26164d4470c9bc completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21a5e55c81909801db54032589ac completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff22d425dc8190955f9f6edc952d9c completed May 9, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff26ef82b8819084f77c6f0aadb8e7 completed May 9, 2026, 12:22 p.m.
Created at: April 10, 2026, 3:21 a.m.