Triple

T8491739
Position Surface form Disambiguated ID Type / Status
Subject Hari Seldon E200987 entity
Predicate studentOf P48 FINISHED
Object Yugo Amaryl
Yugo Amaryl is a brilliant mathematician in Isaac Asimov’s Foundation series who becomes Hari Seldon’s closest collaborator in developing the science of psychohistory.
 E735896 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: Yugo Amaryl | Statement: [Hari Seldon, studentOf, Yugo Amaryl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yugo Amaryl
Context triple: [Hari Seldon, studentOf, Yugo Amaryl]
  • A. Azuga
    Azuga is a small mountain resort town in Romania known for its ski slopes and scenic location in the Carpathian Mountains.
  • B. Niva
    Niva was a prominent Russian literary and illustrated weekly magazine of the late 19th and early 20th centuries, known for publishing fiction, poetry, and cultural commentary.
  • C. Laris
    Laris is a Romulan former Tal Shiar operative who serves as Jean-Luc Picard’s loyal housekeeper, confidante, and ally in the series Star Trek: Picard.
  • D. Biqueli
    Biqueli is a small coastal settlement on Atauro Island in East Timor, known for its fishing community and proximity to coral reefs.
  • E. Musina
    Musina is a northern South African town in Limpopo Province, known as a key border and transport hub near Zimbabwe and for its history of copper and iron ore mining.
  • 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: Yugo Amaryl
Triple: [Hari Seldon, studentOf, Yugo Amaryl]
Generated description
Yugo Amaryl is a brilliant mathematician in Isaac Asimov’s Foundation series who becomes Hari Seldon’s closest collaborator in developing the science of psychohistory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yugo Amaryl
Target entity description: Yugo Amaryl is a brilliant mathematician in Isaac Asimov’s Foundation series who becomes Hari Seldon’s closest collaborator in developing the science of psychohistory.
  • A. Azuga
    Azuga is a small mountain resort town in Romania known for its ski slopes and scenic location in the Carpathian Mountains.
  • B. Niva
    Niva was a prominent Russian literary and illustrated weekly magazine of the late 19th and early 20th centuries, known for publishing fiction, poetry, and cultural commentary.
  • C. Laris
    Laris is a Romulan former Tal Shiar operative who serves as Jean-Luc Picard’s loyal housekeeper, confidante, and ally in the series Star Trek: Picard.
  • D. Biqueli
    Biqueli is a small coastal settlement on Atauro Island in East Timor, known for its fishing community and proximity to coral reefs.
  • E. Musina
    Musina is a northern South African town in Limpopo Province, known as a key border and transport hub near Zimbabwe and for its history of copper and iron ore mining.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe55af3f48190a8cd64cdce0ebd4c completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a54c3888190b11b7e9909abe518 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b2015748190abc70b25c36aa819 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c1042e48190a0f340e771cdd00a completed April 2, 2026, 9:51 a.m.
Created at: March 30, 2026, 6:13 p.m.