Triple

T17429885
Position Surface form Disambiguated ID Type / Status
Subject Hirschmann Award in Peptide Chemistry E423840 entity
Predicate namedAfter P63 FINISHED
Object Ralph Hirschmann
Ralph Hirschmann was a pioneering medicinal chemist known for his influential work in peptide and pharmaceutical research, including contributions to the development of important drugs.
E1392058 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: Ralph Hirschmann | Statement: [Hirschmann Award in Peptide Chemistry, namedAfter, Ralph Hirschmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ralph Hirschmann
Context triple: [Hirschmann Award in Peptide Chemistry, namedAfter, Ralph Hirschmann]
  • A. Ralph Schneider
    Ralph Schneider was an American businessman best known as a co-founder of Diners Club, one of the world’s first charge card companies and a pioneer of modern credit cards.
  • B. Milton Wolff
    Milton Wolff was an American volunteer and commander in the Abraham Lincoln Battalion who fought for the Republican side during the Spanish Civil War.
  • C. Jude U. Hofschneider
    Jude U. Hofschneider is a Northern Mariana Islands politician who has served as lieutenant governor and held various leadership roles in the territory’s government.
  • D. Louis Fischer
    Louis Fischer was an American entrepreneur best known as the founder of the Gino's Hamburgers fast-food restaurant chain.
  • E. Ralph Stein
    Ralph Stein was an American cartoonist, illustrator, and author best known for his work on the comic strip "Popeye" and for his books on World War II and automobiles.
  • 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: Ralph Hirschmann
Triple: [Hirschmann Award in Peptide Chemistry, namedAfter, Ralph Hirschmann]
Generated description
Ralph Hirschmann was a pioneering medicinal chemist known for his influential work in peptide and pharmaceutical research, including contributions to the development of important drugs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ralph Hirschmann
Target entity description: Ralph Hirschmann was a pioneering medicinal chemist known for his influential work in peptide and pharmaceutical research, including contributions to the development of important drugs.
  • A. Ralph Schneider
    Ralph Schneider was an American businessman best known as a co-founder of Diners Club, one of the world’s first charge card companies and a pioneer of modern credit cards.
  • B. Milton Wolff
    Milton Wolff was an American volunteer and commander in the Abraham Lincoln Battalion who fought for the Republican side during the Spanish Civil War.
  • C. Jude U. Hofschneider
    Jude U. Hofschneider is a Northern Mariana Islands politician who has served as lieutenant governor and held various leadership roles in the territory’s government.
  • D. Louis Fischer
    Louis Fischer was an American entrepreneur best known as the founder of the Gino's Hamburgers fast-food restaurant chain.
  • E. Ralph Stein
    Ralph Stein was an American cartoonist, illustrator, and author best known for his work on the comic strip "Popeye" and for his books on World War II and automobiles.
  • 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_69d889d88b6081908bada047f5b3ba51 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e448ffb9c8819099fabfeebdc06883 completed April 19, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4d35f088190875264a509504dc7 completed May 16, 2026, 12:05 a.m.
NEDg Description generation batch_6a07b5fa3d348190b8c7adb42097b40a completed May 16, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_6a07b6644d108190b21ac258ffcfba61 completed May 16, 2026, 12:12 a.m.
Created at: April 10, 2026, 5:46 a.m.