Triple

T1799428
Position Surface form Disambiguated ID Type / Status
Subject Second Foundation E39680 entity
Predicate majorCharacter P12208 FINISHED
Object First Speaker of the Second Foundation
The First Speaker of the Second Foundation is the secretive, telepathic leader of Isaac Asimov’s hidden mentalic order that guides the Seldon Plan from behind the scenes in the Foundation series.
E39680 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: First Speaker of the Second Foundation | Statement: [Second Foundation, majorCharacter, First Speaker of the Second Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: First Speaker of the Second Foundation
Context triple: [Second Foundation, majorCharacter, First Speaker of the Second Foundation]
  • A. President of the Galaxy
    President of the Galaxy is a largely ceremonial and absurdly theatrical political role in Douglas Adams’ "The Hitchhiker’s Guide to the Galaxy," famously held by the flamboyant and reckless Zaphod Beeblebrox.
  • B. Imperial Mathematician
    Imperial Mathematician was a prestigious scientific office in the Holy Roman Empire, responsible for conducting astronomical research, advising the emperor, and producing official astronomical and calendrical works.
  • C. Second Foundation
    Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
  • D. Supreme Leader
    The Supreme Leader is Iran’s highest-ranking political and religious authority, wielding ultimate control over the armed forces, judiciary, and key state institutions.
  • E. Prime Minister of the Underworld
    The "Prime Minister of the Underworld" was the notorious nickname of American mob boss Frank Costello, who wielded immense influence over organized crime and political corruption in mid-20th-century New York.
  • 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: First Speaker of the Second Foundation
Triple: [Second Foundation, majorCharacter, First Speaker of the Second Foundation]
Generated description
The First Speaker of the Second Foundation is the secretive, telepathic leader of Isaac Asimov’s hidden mentalic order that guides the Seldon Plan from behind the scenes in the Foundation series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: First Speaker of the Second Foundation
Target entity description: The First Speaker of the Second Foundation is the secretive, telepathic leader of Isaac Asimov’s hidden mentalic order that guides the Seldon Plan from behind the scenes in the Foundation series.
  • A. President of the Galaxy
    President of the Galaxy is a largely ceremonial and absurdly theatrical political role in Douglas Adams’ "The Hitchhiker’s Guide to the Galaxy," famously held by the flamboyant and reckless Zaphod Beeblebrox.
  • B. Imperial Mathematician
    Imperial Mathematician was a prestigious scientific office in the Holy Roman Empire, responsible for conducting astronomical research, advising the emperor, and producing official astronomical and calendrical works.
  • C. Second Foundation chosen
    Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
  • D. Supreme Leader
    The Supreme Leader is Iran’s highest-ranking political and religious authority, wielding ultimate control over the armed forces, judiciary, and key state institutions.
  • E. Prime Minister of the Underworld
    The "Prime Minister of the Underworld" was the notorious nickname of American mob boss Frank Costello, who wielded immense influence over organized crime and political corruption in mid-20th-century New York.
  • F. None of above.

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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6569b2e48190a56cf48160796d2e completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d8da888190a88f3bd8036e19f4 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.