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.