Triple

T5278385
Position Surface form Disambiguated ID Type / Status
Subject Dean Spanos E119429 entity
Predicate sibling P363 FINISHED
Object Michael Spanos
Michael Spanos is a member of the Spanos family, known for its prominent role in American business and professional sports ownership.
 E509109 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: Michael Spanos | Statement: [Dean Spanos, sibling, Michael Spanos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Spanos
Context triple: [Dean Spanos, sibling, Michael Spanos]
  • A. John Spanos
    John Spanos is an American football executive who oversees the football operations of the Los Angeles Chargers in the NFL.
  • B. Stephen J. Rivele
    Stephen J. Rivele is an American screenwriter best known for co-writing acclaimed biographical and historical films such as "Nixon" and "Ali."
  • C. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • D. H. Craig Severance
    H. Craig Severance was an American architect known for his prominent early 20th-century skyscraper designs in New York City.
  • E. Robert J. Kolenkow
    Robert J. Kolenkow is a physicist and educator best known as the co-author of the influential undergraduate textbook "An Introduction to Mechanics."
  • 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: Michael Spanos
Triple: [Dean Spanos, sibling, Michael Spanos]
Generated description
Michael Spanos is a member of the Spanos family, known for its prominent role in American business and professional sports ownership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Spanos
Target entity description: Michael Spanos is a member of the Spanos family, known for its prominent role in American business and professional sports ownership.
  • A. John Spanos
    John Spanos is an American football executive who oversees the football operations of the Los Angeles Chargers in the NFL.
  • B. Stephen J. Rivele
    Stephen J. Rivele is an American screenwriter best known for co-writing acclaimed biographical and historical films such as "Nixon" and "Ali."
  • C. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • D. H. Craig Severance
    H. Craig Severance was an American architect known for his prominent early 20th-century skyscraper designs in New York City.
  • E. Robert J. Kolenkow
    Robert J. Kolenkow is a physicist and educator best known as the co-author of the influential undergraduate textbook "An Introduction to Mechanics."
  • 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_69bd446d05a8819092ad333a3f9c8d5c completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84c2eab881908698a14b116a3bfa completed March 20, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06d9aab08190ad9905925a849922 completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf0940d79081909d0f87359df5100f completed March 21, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69bf0999f36c8190bb707c27228690f7 completed March 21, 2026, 9:11 p.m.
Created at: March 20, 2026, 1:51 p.m.