Triple

T18305183
Position Surface form Disambiguated ID Type / Status
Subject Otto Ambros E438465 entity
Predicate familyName P18 FINISHED
Object Ambros
Ambros is a German surname most notably associated with Otto Ambros, a chemist involved in synthetic rubber and chemical weapons development during World War II.
 E1316300 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: Ambros | Statement: [Otto Ambros, familyName, Ambros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ambros
Context triple: [Otto Ambros, familyName, Ambros]
  • A. Ormenus
    Ormenus is a figure from Greek mythology associated with the Telchines, a group of enigmatic and often maligned magical craftsmen from the island of Rhodes.
  • B. Ambrosiaster
    Ambrosiaster is the name given to an anonymous 4th-century Latin Christian writer best known for his influential commentaries on the Pauline epistles.
  • C. Ermes
    Ermes is the birth name of American actor Ernest Borgnine, an Academy Award–winning performer known for his roles in films like "Marty" and the TV series "McHale's Navy."
  • D. Prothous
    Prothous is a minor figure in Greek mythology known primarily as a son of Thestius.
  • E. Astraeus
    Astraeus is a Titan god in Greek mythology associated with dusk, stars, and astrology.
  • 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: Ambros
Triple: [Otto Ambros, familyName, Ambros]
Generated description
Ambros is a German surname most notably associated with Otto Ambros, a chemist involved in synthetic rubber and chemical weapons development during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ambros
Target entity description: Ambros is a German surname most notably associated with Otto Ambros, a chemist involved in synthetic rubber and chemical weapons development during World War II.
  • A. Ormenus
    Ormenus is a figure from Greek mythology associated with the Telchines, a group of enigmatic and often maligned magical craftsmen from the island of Rhodes.
  • B. Ambrosiaster
    Ambrosiaster is the name given to an anonymous 4th-century Latin Christian writer best known for his influential commentaries on the Pauline epistles.
  • C. Ermes
    Ermes is the birth name of American actor Ernest Borgnine, an Academy Award–winning performer known for his roles in films like "Marty" and the TV series "McHale's Navy."
  • D. Prothous
    Prothous is a minor figure in Greek mythology known primarily as a son of Thestius.
  • E. Astraeus
    Astraeus is a Titan god in Greek mythology associated with dusk, stars, and astrology.
  • 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50183394081909b86cefaaa0a3aa8 completed April 19, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb61ec0c81908764d5a907d17ffe completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bbda80748190b8e56fb77140ecb9 completed May 12, 2026, 11:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03bc589a548190b6226a104adea97e completed May 12, 2026, 11:48 p.m.
Created at: April 10, 2026, 10:35 a.m.