Triple

T4374115
Position Surface form Disambiguated ID Type / Status
Subject George Michael E98964 entity
Predicate fullName P16 FINISHED
Object Georgios Kyriacos Panayiotou
Georgios Kyriacos Panayiotou, better known as George Michael, was a British singer-songwriter and pop icon famed for his work with Wham! and his successful solo career.
E442860 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: Georgios Kyriacos Panayiotou | Statement: [George Michael, fullName, Georgios Kyriacos Panayiotou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgios Kyriacos Panayiotou
Context triple: [George Michael, fullName, Georgios Kyriacos Panayiotou]
  • A. Stelios Haji-Ioannou
    Stelios Haji-Ioannou is a Cypriot-British entrepreneur best known as the founder of the low-cost airline easyJet and the broader "easy" family of brands.
  • B. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • C. Nikolaos Mantzaros
    Nikolaos Mantzaros was a 19th-century Greek composer best known for writing the music to the "Hymn to Liberty," which became the national anthem of Greece.
  • D. Nikolaos Skoufas
    Nikolaos Skoufas was a Greek revolutionary figure best known as one of the principal founders of the secret society Filiki Eteria, which played a key role in organizing the Greek War of Independence.
  • E. Ioannis Georgiadis
    Ioannis Georgiadis was a Greek fencer best known for winning the gold medal in the men's sabre event at the inaugural modern Olympic Games in 1896.
  • 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: Georgios Kyriacos Panayiotou
Triple: [George Michael, fullName, Georgios Kyriacos Panayiotou]
Generated description
Georgios Kyriacos Panayiotou, better known as George Michael, was a British singer-songwriter and pop icon famed for his work with Wham! and his successful solo career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgios Kyriacos Panayiotou
Target entity description: Georgios Kyriacos Panayiotou, better known as George Michael, was a British singer-songwriter and pop icon famed for his work with Wham! and his successful solo career.
  • A. Stelios Haji-Ioannou
    Stelios Haji-Ioannou is a Cypriot-British entrepreneur best known as the founder of the low-cost airline easyJet and the broader "easy" family of brands.
  • B. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • C. Nikolaos Mantzaros
    Nikolaos Mantzaros was a 19th-century Greek composer best known for writing the music to the "Hymn to Liberty," which became the national anthem of Greece.
  • D. Nikolaos Skoufas
    Nikolaos Skoufas was a Greek revolutionary figure best known as one of the principal founders of the secret society Filiki Eteria, which played a key role in organizing the Greek War of Independence.
  • E. Ioannis Georgiadis
    Ioannis Georgiadis was a Greek fencer best known for winning the gold medal in the men's sabre event at the inaugural modern Olympic Games in 1896.
  • 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_69b3454db3708190aeafd814413c4c3d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35220fa648190b116e786783a7eba completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b627dd58dc819090d81177849fdc63 completed March 15, 2026, 3:30 a.m.
NEDg Description generation batch_69b628fe10908190978dd0361628f54f completed March 15, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69b629ab52c881909f7fbef6f77b5bc4 completed March 15, 2026, 3:38 a.m.
Created at: March 12, 2026, 11:17 p.m.