Triple

T6561371
Position Surface form Disambiguated ID Type / Status
Subject Maya epigraphy E153788 entity
Predicate hasKeyFigure P810 FINISHED
Object Heinrich Berlin
Heinrich Berlin was a pioneering German scholar whose research and decipherment work significantly advanced the modern understanding of Maya hieroglyphic writing.
E640318 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: Heinrich Berlin | Statement: [Maya epigraphy, hasKeyFigure, Heinrich Berlin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heinrich Berlin
Context triple: [Maya epigraphy, hasKeyFigure, Heinrich Berlin]
  • A. Heinrich Müller
    Heinrich Müller was the chief of the Gestapo, Nazi Germany’s secret state police, and a key figure in the regime’s apparatus of repression and terror.
  • B. Fritz von Tarlenheim
    Fritz von Tarlenheim is a loyal and courageous young nobleman who aids Rudolf Rassendyll in Anthony Hope’s adventure novel "The Prisoner of Zenda."
  • C. Franz von Holzhausen
    Franz von Holzhausen is an American automobile designer best known as Tesla’s chief designer, responsible for the styling of vehicles such as the Model S, Model 3, Model X, Model Y, and the Cybertruck.
  • D. Hermann Hager
    Hermann Hager was a German pharmacist and pharmaceutical chemist known for his influential reference works and contributions to pharmaceutical practice in the 19th century.
  • E. Maximilian von Morgenstern
    Maximilian von Morgenstern is a person notable enough to be recognized as a distinguished bearer of the surname Morgenstern.
  • 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: Heinrich Berlin
Triple: [Maya epigraphy, hasKeyFigure, Heinrich Berlin]
Generated description
Heinrich Berlin was a pioneering German scholar whose research and decipherment work significantly advanced the modern understanding of Maya hieroglyphic writing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heinrich Berlin
Target entity description: Heinrich Berlin was a pioneering German scholar whose research and decipherment work significantly advanced the modern understanding of Maya hieroglyphic writing.
  • A. Heinrich Müller
    Heinrich Müller was the chief of the Gestapo, Nazi Germany’s secret state police, and a key figure in the regime’s apparatus of repression and terror.
  • B. Fritz von Tarlenheim
    Fritz von Tarlenheim is a loyal and courageous young nobleman who aids Rudolf Rassendyll in Anthony Hope’s adventure novel "The Prisoner of Zenda."
  • C. Franz von Holzhausen
    Franz von Holzhausen is an American automobile designer best known as Tesla’s chief designer, responsible for the styling of vehicles such as the Model S, Model 3, Model X, Model Y, and the Cybertruck.
  • D. Hermann Hager
    Hermann Hager was a German pharmacist and pharmaceutical chemist known for his influential reference works and contributions to pharmaceutical practice in the 19th century.
  • E. Maximilian von Morgenstern
    Maximilian von Morgenstern is a person notable enough to be recognized as a distinguished bearer of the surname Morgenstern.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae37a5b0819091692fc5def270b9 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7941f24b881908aeb02b2cae78e12 completed March 28, 2026, 8:41 a.m.
NEDg Description generation batch_69c795143ad481909d0395ca41502e42 completed March 28, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69c795fce734819086e20a916aa67f54 completed March 28, 2026, 8:49 a.m.
Created at: March 27, 2026, 1:52 p.m.