Triple

T20542930
Position Surface form Disambiguated ID Type / Status
Subject Karol J. Bobko E504392 entity
Predicate familyName P18 FINISHED
Object Bobko
Bobko is a surname most notably associated with Karol J. Bobko, an American astronaut and United States Air Force officer.
 E1436832 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: Bobko | Statement: [Karol J. Bobko, familyName, Bobko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobko
Context triple: [Karol J. Bobko, familyName, Bobko]
  • A. Evilenko
    Evilenko is a 2004 psychological horror-thriller film loosely inspired by the crimes of Soviet serial killer Andrei Chikatilo.
  • B. Bader
    Bader is a surname of German origin borne by various notable individuals across fields such as science, business, and the arts.
  • C. Bader
    Bader is the maiden surname of Ruth Bader Ginsburg, the late U.S. Supreme Court Justice and pioneering advocate for gender equality.
  • D. Karpis
    Karpis is a specific goat, likely named as an individual animal rather than a general term or species.
  • E. Osvald
    Osvald was a cover name used by members of the Osvald Group, a Norwegian resistance organization active during World War II.
  • 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: Bobko
Triple: [Karol J. Bobko, familyName, Bobko]
Generated description
Bobko is a surname most notably associated with Karol J. Bobko, an American astronaut and United States Air Force officer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobko
Target entity description: Bobko is a surname most notably associated with Karol J. Bobko, an American astronaut and United States Air Force officer.
  • A. Evilenko
    Evilenko is a 2004 psychological horror-thriller film loosely inspired by the crimes of Soviet serial killer Andrei Chikatilo.
  • B. Bader
    Bader is the maiden surname of Ruth Bader Ginsburg, the late U.S. Supreme Court Justice and pioneering advocate for gender equality.
  • C. Bader
    Bader is a surname of German origin borne by various notable individuals across fields such as science, business, and the arts.
  • D. Karpis
    Karpis is a specific goat, likely named as an individual animal rather than a general term or species.
  • E. Osvald
    Osvald was a cover name used by members of the Osvald Group, a Norwegian resistance organization active during World War II.
  • 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_69e0b4b476648190bc6019622ae54d3c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a293feac8190b27848b64f2db1fe completed April 20, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a56b9b3081908786edd7c6867c98 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a6439bc08190a2df7f1f7b24fadb completed May 16, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_6a08a70118dc8190bdf07bcc3342340e completed May 16, 2026, 5:18 p.m.
Created at: April 16, 2026, 11:38 a.m.