Triple

T8491920
Position Surface form Disambiguated ID Type / Status
Subject Seldon Plan E200991 entity
Predicate hasComponent P35 FINISHED
Object Seldon Vault
The Seldon Vault is a concealed, time-locked repository of Hari Seldon’s prerecorded holographic messages that periodically reveal guidance and predictions to the Foundation in Isaac Asimov’s Foundation series.
E746458 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: Seldon Vault | Statement: [Seldon Plan, hasComponent, Seldon Vault]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Seldon Vault
Context triple: [Seldon Plan, hasComponent, Seldon Vault]
  • A. Seldon Plan
    The Seldon Plan is a long-term, mathematically derived strategy in Isaac Asimov’s Foundation series designed to guide humanity through a predicted dark age and shorten the collapse of galactic civilization.
  • B. Seldon Crisis
    Seldon Crisis is a pivotal, mathematically predicted period of social and political upheaval in Isaac Asimov’s Foundation series, during which the course of galactic history can be decisively altered.
  • C. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • D. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • E. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • 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: Seldon Vault
Triple: [Seldon Plan, hasComponent, Seldon Vault]
Generated description
The Seldon Vault is a concealed, time-locked repository of Hari Seldon’s prerecorded holographic messages that periodically reveal guidance and predictions to the Foundation in Isaac Asimov’s Foundation series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Seldon Vault
Target entity description: The Seldon Vault is a concealed, time-locked repository of Hari Seldon’s prerecorded holographic messages that periodically reveal guidance and predictions to the Foundation in Isaac Asimov’s Foundation series.
  • A. Seldon Plan
    The Seldon Plan is a long-term, mathematically derived strategy in Isaac Asimov’s Foundation series designed to guide humanity through a predicted dark age and shorten the collapse of galactic civilization.
  • B. Seldon Crisis
    Seldon Crisis is a pivotal, mathematically predicted period of social and political upheaval in Isaac Asimov’s Foundation series, during which the course of galactic history can be decisively altered.
  • C. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • D. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • E. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • 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_69cbe55cf5dc81908cad31ac53e15b46 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebb5dbfc08190827e8e886a37a8be completed April 2, 2026, 6:54 p.m.
NEDg Description generation batch_69cebcdb197881908eeb6c5e4b225a2c completed April 2, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69cebd85ad8481909518afd02dbc5358 completed April 2, 2026, 7:03 p.m.
Created at: March 30, 2026, 6:13 p.m.