Triple

T1793167
Position Surface form Disambiguated ID Type / Status
Subject Atari deep Q-network E39543 entity
Predicate coAuthor P398 FINISHED
Object Ioannis Antonoglou
Ioannis Antonoglou is a computer scientist and DeepMind researcher known for his contributions to deep reinforcement learning, including work on the Atari deep Q-network.
 E203073 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: Ioannis Antonoglou | Statement: [Atari deep Q-network, coAuthor, Ioannis Antonoglou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ioannis Antonoglou
Context triple: [Atari deep Q-network, coAuthor, Ioannis Antonoglou]
  • A. 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.
  • B. 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.
  • C. Dimitrios Arhondonis
    Dimitrios Arhondonis is the birth name of Bartholomew I, the Ecumenical Patriarch of Constantinople and spiritual leader of the Eastern Orthodox Church.
  • D. Christos Kakkalos
    Christos Kakkalos was a Greek mountaineer best known for leading the first recorded successful ascent of Mount Olympus.
  • E. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • 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: Ioannis Antonoglou
Triple: [Atari deep Q-network, coAuthor, Ioannis Antonoglou]
Generated description
Ioannis Antonoglou is a computer scientist and DeepMind researcher known for his contributions to deep reinforcement learning, including work on the Atari deep Q-network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ioannis Antonoglou
Target entity description: Ioannis Antonoglou is a computer scientist and DeepMind researcher known for his contributions to deep reinforcement learning, including work on the Atari deep Q-network.
  • A. 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.
  • B. 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.
  • C. Dimitrios Arhondonis
    Dimitrios Arhondonis is the birth name of Bartholomew I, the Ecumenical Patriarch of Constantinople and spiritual leader of the Eastern Orthodox Church.
  • D. Christos Kakkalos
    Christos Kakkalos was a Greek mountaineer best known for leading the first recorded successful ascent of Mount Olympus.
  • E. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa653b02448190bc475bc22187f5b0 completed March 6, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf54330c81908046b519a0297760 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adbff135188190908058a2e2d41a1e completed March 8, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69adc0832cd881909702f380412702d5 completed March 8, 2026, 6:31 p.m.
Created at: March 4, 2026, 7:32 p.m.