Triple

T7158181
Position Surface form Disambiguated ID Type / Status
Subject George D. and Margo Behrakis Wing E166869 entity
Predicate namedAfter P63 FINISHED
Object George D. Behrakis
George D. Behrakis is an American pharmaceutical entrepreneur, philanthropist, and prominent benefactor to educational and cultural institutions, particularly within the Greek-American community.
 E645415 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: George D. Behrakis | Statement: [George D. and Margo Behrakis Wing, namedAfter, George D. Behrakis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George D. Behrakis
Context triple: [George D. and Margo Behrakis Wing, namedAfter, George D. Behrakis]
  • A. Robert Drivas
    Robert Drivas was an American actor and director best known for his character roles in film, television, and theater during the 1960s and 1970s.
  • B. Charles C. Kokoros
    Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
  • C. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • D. Theodore Prodromos
    Theodore Prodromos was a 12th-century Byzantine writer and poet known for his satirical, rhetorical, and romantic works at the court of Constantinople.
  • E. John Mauropous
    John Mauropous was an 11th-century Byzantine poet, scholar, and cleric known for his epigrams, liturgical hymns, and role as metropolitan of Euchaita.
  • 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: George D. Behrakis
Triple: [George D. and Margo Behrakis Wing, namedAfter, George D. Behrakis]
Generated description
George D. Behrakis is an American pharmaceutical entrepreneur, philanthropist, and prominent benefactor to educational and cultural institutions, particularly within the Greek-American community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George D. Behrakis
Target entity description: George D. Behrakis is an American pharmaceutical entrepreneur, philanthropist, and prominent benefactor to educational and cultural institutions, particularly within the Greek-American community.
  • A. Robert Drivas
    Robert Drivas was an American actor and director best known for his character roles in film, television, and theater during the 1960s and 1970s.
  • B. Charles C. Kokoros
    Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
  • C. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • D. Theodore Prodromos
    Theodore Prodromos was a 12th-century Byzantine writer and poet known for his satirical, rhetorical, and romantic works at the court of Constantinople.
  • E. John Mauropous
    John Mauropous was an 11th-century Byzantine poet, scholar, and cleric known for his epigrams, liturgical hymns, and role as metropolitan of Euchaita.
  • 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_69c68887a5cc8190bec0ea96227164f7 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e8109a64819087e132d6d483c07d completed March 27, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adbbe8008190b470cf049ba4be52 completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7aeca9b0c8190a9255e9e04689192 completed March 28, 2026, 10:34 a.m.
NED2 Entity disambiguation (via description) batch_69c7af3aea348190be03e85322d49879 completed March 28, 2026, 10:36 a.m.
Created at: March 27, 2026, 2:47 p.m.