Triple

T4468339
Position Surface form Disambiguated ID Type / Status
Subject Valentinianism E98432 entity
Predicate notableFigure P4290 FINISHED
Object Heracleon
Heracleon was a prominent 2nd-century Gnostic Christian teacher and exegete associated with the Valentinian school, known especially for his allegorical commentary on the Gospel of John.
E441616 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: Heracleon | Statement: [Valentinianism, notableFigure, Heracleon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heracleon
Context triple: [Valentinianism, notableFigure, Heracleon]
  • A. Artemios
    Artemios is the given first name of Greek singer Demis Roussos, an internationally renowned pop and rock vocalist.
  • B. Hipparchicus
    Hipparchicus is an ancient Greek treatise by Xenophon that provides practical guidance on the duties and conduct of a cavalry commander.
  • C. Apollo Karneios
    Apollo Karneios is a pastoral and oracular aspect of the Greek god Apollo particularly venerated in the Dorian regions of the ancient Greek world, where he was associated with flocks, seasonal cycles, and communal festivals.
  • D. Aristodemus
    Aristodemus is a minor figure in ancient Greek philosophy, known primarily as a participant and narrator in Plato’s dialogue Symposium.
  • E. Timoteus
    Timoteus is a male given name, commonly used in various European languages and derived from the biblical name Timothy.
  • 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: Heracleon
Triple: [Valentinianism, notableFigure, Heracleon]
Generated description
Heracleon was a prominent 2nd-century Gnostic Christian teacher and exegete associated with the Valentinian school, known especially for his allegorical commentary on the Gospel of John.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heracleon
Target entity description: Heracleon was a prominent 2nd-century Gnostic Christian teacher and exegete associated with the Valentinian school, known especially for his allegorical commentary on the Gospel of John.
  • A. Artemios
    Artemios is the given first name of Greek singer Demis Roussos, an internationally renowned pop and rock vocalist.
  • B. Hipparchicus
    Hipparchicus is an ancient Greek treatise by Xenophon that provides practical guidance on the duties and conduct of a cavalry commander.
  • C. Apollo Karneios
    Apollo Karneios is a pastoral and oracular aspect of the Greek god Apollo particularly venerated in the Dorian regions of the ancient Greek world, where he was associated with flocks, seasonal cycles, and communal festivals.
  • D. Aristodemus
    Aristodemus is a minor figure in ancient Greek philosophy, known primarily as a participant and narrator in Plato’s dialogue Symposium.
  • E. Timoteus
    Timoteus is a male given name, commonly used in various European languages and derived from the biblical name Timothy.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569ba84881909e9c1d9dfc004439 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b628665ba4819095d5ab205dd852d7 completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b62954b77c8190968f844514656415 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62a0cd92c8190a9eee2a9d73fb679 completed March 15, 2026, 3:39 a.m.
Created at: March 12, 2026, 11:34 p.m.