Triple

T14751365
Position Surface form Disambiguated ID Type / Status
Subject Candyman: Farewell to the Flesh E346614 entity
Predicate castMember P1668 FINISHED
Object David Gianopoulos
David Gianopoulos is an American actor known for his supporting roles in film and television, including a part in the horror sequel "Candyman: Farewell to the Flesh."
E1117377 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: David Gianopoulos | Statement: [Candyman: Farewell to the Flesh, castMember, David Gianopoulos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Gianopoulos
Context triple: [Candyman: Farewell to the Flesh, castMember, David Gianopoulos]
  • A. John Pialoglou
    John Pialoglou was the husband of silent film star Constance Talmadge, known primarily for his brief marriage to the celebrated actress.
  • B. Panio Gianopoulos
    Panio Gianopoulos is an American writer and editor known for his fiction and essays, as well as his marriage to actress Molly Ringwald.
  • C. Lou Tsioropoulos
    Lou Tsioropoulos was an American professional basketball player best known for his collegiate career at the University of Kentucky and his time in the NBA with the Boston Celtics.
  • D. Gregory Pakourianos
    Gregory Pakourianos was an 11th-century Byzantine noble and military commander of Georgian origin, best known as a prominent patron and founder of religious institutions.
  • E. Alex Georgiou
    Alex Georgiou is a film producer best known for his work on the movie "Gully."
  • 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: David Gianopoulos
Triple: [Candyman: Farewell to the Flesh, castMember, David Gianopoulos]
Generated description
David Gianopoulos is an American actor known for his supporting roles in film and television, including a part in the horror sequel "Candyman: Farewell to the Flesh."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Gianopoulos
Target entity description: David Gianopoulos is an American actor known for his supporting roles in film and television, including a part in the horror sequel "Candyman: Farewell to the Flesh."
  • A. John Pialoglou
    John Pialoglou was the husband of silent film star Constance Talmadge, known primarily for his brief marriage to the celebrated actress.
  • B. Panio Gianopoulos
    Panio Gianopoulos is an American writer and editor known for his fiction and essays, as well as his marriage to actress Molly Ringwald.
  • C. Lou Tsioropoulos
    Lou Tsioropoulos was an American professional basketball player best known for his collegiate career at the University of Kentucky and his time in the NBA with the Boston Celtics.
  • D. Gregory Pakourianos
    Gregory Pakourianos was an 11th-century Byzantine noble and military commander of Georgian origin, best known as a prominent patron and founder of religious institutions.
  • E. Alex Georgiou
    Alex Georgiou is a film producer best known for his work on the movie "Gully."
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7d40efc8190bb1be34c19a2b57c completed April 14, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb9a56a08190b6a178cd930a072d completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfde8ed30819083600cdac241675e completed May 8, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_69fdfe969a6081908f4ebec0f6538811 completed May 8, 2026, 3:17 p.m.
Created at: April 10, 2026, 1:30 a.m.