Triple

T8493384
Position Surface form Disambiguated ID Type / Status
Subject Trantor E201028 entity
Predicate laterName P65 FINISHED
Object Hesperos (in some later works and editions)
Hesperos is the later name given in some editions to the fictional galactic capital world originally known as Trantor in Isaac Asimov’s science fiction universe.
E737177 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: Hesperos (in some later works and editions) | Statement: [Trantor, laterName, Hesperos (in some later works and editions)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hesperos (in some later works and editions)
Context triple: [Trantor, laterName, Hesperos (in some later works and editions)]
  • A. Hespere
    Hespere is one of the Hesperides, the nymphs of Greek mythology who tended the blissful garden in the far west that contained the golden apples.
  • B. Aeterna Dei Sapientia
    Aeterna Dei Sapientia is an apostolic letter issued by Pope John XXIII in 1961 to commemorate the 15th centenary of the death of Pope Leo the Great and to reflect on the enduring wisdom of the Church.
  • C. Siris
    Siris is a philosophical work by George Berkeley that explores metaphysics, theology, and the medicinal virtues of tar-water through a chain of reflective questions and arguments.
  • D. Epitome
    Epitome is a concise anatomical work by Andreas Vesalius that distilled and illustrated key findings from his groundbreaking studies of human anatomy.
  • E. The Gold Hesperidee
    "The Gold Hesperidee" is a poem by Robert Frost that appears in his 1936 collection *A Further Range*, reflecting his characteristic blend of rural imagery and philosophical reflection.
  • 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: Hesperos (in some later works and editions)
Triple: [Trantor, laterName, Hesperos (in some later works and editions)]
Generated description
Hesperos is the later name given in some editions to the fictional galactic capital world originally known as Trantor in Isaac Asimov’s science fiction universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hesperos (in some later works and editions)
Target entity description: Hesperos is the later name given in some editions to the fictional galactic capital world originally known as Trantor in Isaac Asimov’s science fiction universe.
  • A. Hespere
    Hespere is one of the Hesperides, the nymphs of Greek mythology who tended the blissful garden in the far west that contained the golden apples.
  • B. Aeterna Dei Sapientia
    Aeterna Dei Sapientia is an apostolic letter issued by Pope John XXIII in 1961 to commemorate the 15th centenary of the death of Pope Leo the Great and to reflect on the enduring wisdom of the Church.
  • C. Siris
    Siris is a philosophical work by George Berkeley that explores metaphysics, theology, and the medicinal virtues of tar-water through a chain of reflective questions and arguments.
  • D. Epitome
    Epitome is a concise anatomical work by Andreas Vesalius that distilled and illustrated key findings from his groundbreaking studies of human anatomy.
  • E. The Gold Hesperidee
    "The Gold Hesperidee" is a poem by Robert Frost that appears in his 1936 collection *A Further Range*, reflecting his characteristic blend of rural imagery and philosophical reflection.
  • 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_69cbe579b7088190b297b04527e36a2b completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a5c260c8190bc7012a04363d260 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3ca3be5c8190844e54805e9acaeb completed April 2, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d4e92e88190a90ba1567c569b00 completed April 2, 2026, 9:56 a.m.
Created at: March 30, 2026, 6:13 p.m.