Triple

T8511164
Position Surface form Disambiguated ID Type / Status
Subject First Foundation E201454 entity
Predicate basedOnPlan P52171 FINISHED
Object Seldon Plan E200991 NE FINISHED

How this triple was built (3 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 Plan | Statement: [First Foundation, basedOnPlan, Seldon Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Seldon Plan
Context triple: [First Foundation, basedOnPlan, Seldon Plan]
  • A. Seldon Plan chosen
    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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: basedOnPlan
Context triple: [First Foundation, basedOnPlan, Seldon Plan]
  • A. hasBasePlan chosen
    Indicates that an entity is associated with or derived from a specified foundational or default plan.
  • B. basedOnSetting
    Indicates that one entity is derived from, influenced by, or constructed using the setting or contextual environment defined by another entity.
  • C. basedOnBy
    Indicates that one entity is derived from, justified by, or constructed using another entity as its source, foundation, or reference.
  • D. hasPlan
    Indicates that an entity possesses or is associated with a specific plan or course of action.
  • E. basedOnResource
    Indicates that one entity is derived from, created using, or conceptually dependent on another entity as its underlying resource.
  • F. None of above.

Provenance (4 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe608e5b08190a6d551793e8ed94b completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6e8ea2748190b9ffa2f36c0e397c completed April 3, 2026, 7:38 a.m.
PD Predicate disambiguation batch_69cbd10cfd208190a519049fad32c508 completed March 31, 2026, 1:50 p.m.
Created at: March 30, 2026, 6:15 p.m.