Triple

T19255443
Position Surface form Disambiguated ID Type / Status
Subject George Drakoulias E481504 entity
Predicate notableWorkWith P26239 FINISHED
Object Gigolo Aunts
Gigolo Aunts is an American power pop/alternative rock band known for its melodic guitar-driven sound and college radio success in the 1990s.
E1366694 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: Gigolo Aunts | Statement: [George Drakoulias, notableWorkWith, Gigolo Aunts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gigolo Aunts
Context triple: [George Drakoulias, notableWorkWith, Gigolo Aunts]
  • A. The Happy Hooker
    The Happy Hooker is a 1975 comedy film based on Xaviera Hollander’s memoir, in which Lynn Redgrave stars as a high-class call girl navigating the sex industry with humor and independence.
  • B. Gigolo
    "Gigolo" is a poem by Sylvia Plath, included in her collection *Winter Trees*, that explores themes of sexuality, performance, and emotional detachment.
  • C. The Lusty Men
    The Lusty Men is a 1952 American Western drama film directed by Nicholas Ray that explores the dangerous, transient world of rodeo cowboys and the personal costs of their pursuit of glory.
  • D. Fading Gigolo
    Fading Gigolo is a 2013 comedy film written, directed by, and starring John Turturro, in which he plays a middle-aged man who becomes an unlikely male escort under the management of his friend, portrayed by Woody Allen.
  • E. The Gay Sisters
    The Gay Sisters is a 1942 American drama film, based on a Stephen Longstreet novel, about three wealthy sisters battling over their family estate and romantic entanglements.
  • 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: Gigolo Aunts
Triple: [George Drakoulias, notableWorkWith, Gigolo Aunts]
Generated description
Gigolo Aunts is an American power pop/alternative rock band known for its melodic guitar-driven sound and college radio success in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gigolo Aunts
Target entity description: Gigolo Aunts is an American power pop/alternative rock band known for its melodic guitar-driven sound and college radio success in the 1990s.
  • A. The Happy Hooker
    The Happy Hooker is a 1975 comedy film based on Xaviera Hollander’s memoir, in which Lynn Redgrave stars as a high-class call girl navigating the sex industry with humor and independence.
  • B. Gigolo
    "Gigolo" is a poem by Sylvia Plath, included in her collection *Winter Trees*, that explores themes of sexuality, performance, and emotional detachment.
  • C. The Lusty Men
    The Lusty Men is a 1952 American Western drama film directed by Nicholas Ray that explores the dangerous, transient world of rodeo cowboys and the personal costs of their pursuit of glory.
  • D. Fading Gigolo
    Fading Gigolo is a 2013 comedy film written, directed by, and starring John Turturro, in which he plays a middle-aged man who becomes an unlikely male escort under the management of his friend, portrayed by Woody Allen.
  • E. The Gay Sisters
    The Gay Sisters is a 1942 American drama film, based on a Stephen Longstreet novel, about three wealthy sisters battling over their family estate and romantic entanglements.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb3459d08190a7c28ed3f8c82a97 completed April 20, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705e746688190888834aa0206ac07 completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a0706d7c63c8190a7114937af40b294 completed May 15, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a070763ca5c81908afa73b30645223a completed May 15, 2026, 11:45 a.m.
Created at: April 10, 2026, 1:28 p.m.