Triple

T8491948
Position Surface form Disambiguated ID Type / Status
Subject The Psychohistorians E200992 entity
Predicate featuresCharacter P626 FINISHED
Object Eto Demerzel
Eto Demerzel is a central character in Isaac Asimov’s Foundation universe, secretly the humanoid robot R. Daneel Olivaw who manipulates galactic politics and history behind the scenes.
E735909 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: Eto Demerzel | Statement: [The Psychohistorians, featuresCharacter, Eto Demerzel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eto Demerzel
Context triple: [The Psychohistorians, featuresCharacter, Eto Demerzel]
  • A. Amastre
    Amastre is a character in George Frideric Handel’s opera "Serse," typically portrayed as a noblewoman disguised as a man and entangled in the opera’s central romantic and political intrigues.
  • B. Damara
    The Damara are an indigenous ethnic group of Namibia known for their distinct language, rich oral traditions, and historical presence in the country’s northwestern regions.
  • C. Thoosa
    Thoosa is a minor sea nymph in Greek mythology, known primarily as the mother of the Cyclops Polyphemus by the sea god Poseidon.
  • D. Rasalhague
    Rasalhague is the brightest star in the constellation Ophiuchus, representing the head of the serpent-bearer in the night sky.
  • E. Mordaunt
    Mordaunt is a vengeful and fanatical antagonist in Alexandre Dumas’ d'Artagnan romances, known as the ruthless son of Milady de Winter who seeks to destroy the musketeers.
  • 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: Eto Demerzel
Triple: [The Psychohistorians, featuresCharacter, Eto Demerzel]
Generated description
Eto Demerzel is a central character in Isaac Asimov’s Foundation universe, secretly the humanoid robot R. Daneel Olivaw who manipulates galactic politics and history behind the scenes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eto Demerzel
Target entity description: Eto Demerzel is a central character in Isaac Asimov’s Foundation universe, secretly the humanoid robot R. Daneel Olivaw who manipulates galactic politics and history behind the scenes.
  • A. Amastre
    Amastre is a character in George Frideric Handel’s opera "Serse," typically portrayed as a noblewoman disguised as a man and entangled in the opera’s central romantic and political intrigues.
  • B. Damara
    The Damara are an indigenous ethnic group of Namibia known for their distinct language, rich oral traditions, and historical presence in the country’s northwestern regions.
  • C. Thoosa
    Thoosa is a minor sea nymph in Greek mythology, known primarily as the mother of the Cyclops Polyphemus by the sea god Poseidon.
  • D. Rasalhague
    Rasalhague is the brightest star in the constellation Ophiuchus, representing the head of the serpent-bearer in the night sky.
  • E. Mordaunt
    Mordaunt is a vengeful and fanatical antagonist in Alexandre Dumas’ d'Artagnan romances, known as the ruthless son of Milady de Winter who seeks to destroy the musketeers.
  • 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_69ce3a54c3888190b11b7e9909abe518 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b2015748190abc70b25c36aa819 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c1042e48190a0f340e771cdd00a completed April 2, 2026, 9:51 a.m.
Created at: March 30, 2026, 6:13 p.m.