Triple

T2704759
Position Surface form Disambiguated ID Type / Status
Subject Astounding Science Fiction E59315 entity
Predicate notableSeriesPublished P34355 FINISHED
Object Foundation series (early stories)
The Foundation series (early stories) are Isaac Asimov’s seminal science fiction tales that introduced the concept of psychohistory and laid the groundwork for his influential Foundation universe.
E290311 NE FINISHED

How this triple was built (5 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: Foundation series (early stories) | Statement: [Astounding Science Fiction, notableSeriesPublished, Foundation series (early stories)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foundation series (early stories)
Context triple: [Astounding Science Fiction, notableSeriesPublished, Foundation series (early stories)]
  • A. Primary Series
    Primary Series is a body of abstract paintings by American artist Lee Krasner, characterized by bold color fields and dynamic, gestural compositions created during her mature period.
  • B. The Adventure Series
    The Adventure Series is a classic set of children's adventure novels by Enid Blyton, following groups of children through perilous mysteries in exotic and often remote locations.
  • C. Tales
    Tales is a collection of short stories by Amiri Baraka that reflects his politically charged, experimental, and African American–centered literary style.
  • D. The Stories
    The Stories is the English translation of the name of Surah Al-Qasas, a chapter of the Qur’an that recounts key narratives of earlier prophets, especially the story of Moses.
  • E. Early Edition
    Early Edition is an American fantasy-drama television series about a man who mysteriously receives the next day's newspaper and tries to prevent the tragedies it predicts.
  • 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: Foundation series (early stories)
Triple: [Astounding Science Fiction, notableSeriesPublished, Foundation series (early stories)]
Generated description
The Foundation series (early stories) are Isaac Asimov’s seminal science fiction tales that introduced the concept of psychohistory and laid the groundwork for his influential Foundation universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foundation series (early stories)
Target entity description: The Foundation series (early stories) are Isaac Asimov’s seminal science fiction tales that introduced the concept of psychohistory and laid the groundwork for his influential Foundation universe.
  • A. Primary Series
    Primary Series is a body of abstract paintings by American artist Lee Krasner, characterized by bold color fields and dynamic, gestural compositions created during her mature period.
  • B. The Adventure Series
    The Adventure Series is a classic set of children's adventure novels by Enid Blyton, following groups of children through perilous mysteries in exotic and often remote locations.
  • C. Tales
    Tales is a collection of short stories by Amiri Baraka that reflects his politically charged, experimental, and African American–centered literary style.
  • D. The Stories
    The Stories is the English translation of the name of Surah Al-Qasas, a chapter of the Qur’an that recounts key narratives of earlier prophets, especially the story of Moses.
  • E. Early Edition
    Early Edition is an American fantasy-drama television series about a man who mysteriously receives the next day's newspaper and tries to prevent the tragedies it predicts.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableSeriesPublished
Context triple: [Astounding Science Fiction, notableSeriesPublished, Foundation series (early stories)]
  • A. notableSeries
    Indicates that an entity is a significant or well-known installment within a particular series or franchise.
  • B. notableOriginalSeries
    Indicates that an entity is recognized as a significant or distinguished original series associated with another entity (such as a platform, creator, or franchise).
  • C. notableTelevisionProduction
    Indicates that the subject is significantly associated with the creation or production of the referenced television work.
  • D. notableShow
    Indicates that a show is especially prominent, distinguished, or significant in some noteworthy way.
  • E. notableWorkSeries chosen
    Indicates that a work is part of a series for which the subject is notably known or recognized.
  • F. None of above.

Provenance (6 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda518c58819096c8b67c0f754655 completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf79c8648190a9041dd2903a1429 completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb002b86881909401e1bec24b76bf completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb0e906f88190b182cbfe81122eed completed March 10, 2026, 5:49 a.m.
PD Predicate disambiguation batch_69abd82062988190b4292f242ad70b2c completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:55 p.m.