Triple

T11930064
Position Surface form Disambiguated ID Type / Status
Subject Ludwik E283886 entity
Predicate hasNotableBearer P458 FINISHED
Object Ludwik Hirszfeld
Ludwik Hirszfeld was a Polish microbiologist and immunologist renowned for his pioneering work on blood groups and their inheritance, which significantly advanced transfusion medicine and immunohematology.
E955590 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: Ludwik Hirszfeld | Statement: [Ludwik, hasNotableBearer, Ludwik Hirszfeld]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludwik Hirszfeld
Context triple: [Ludwik, hasNotableBearer, Ludwik Hirszfeld]
  • A. Jan Mikulicz-Radecki
    Jan Mikulicz-Radecki was a pioneering Polish-Austrian surgeon renowned for major advances in antiseptic techniques, gastrointestinal surgery, and the development of several important surgical instruments.
  • B. Ignacy Kłopotowski
    Ignacy Kłopotowski was a Polish Roman Catholic priest, social activist, and publisher known for his charitable work and founding of religious institutions in the late 19th and early 20th centuries.
  • C. Józef Chłopicki
    Józef Chłopicki was a Polish general and briefly the dictator of the November Uprising (1830–1831) against the Russian Empire.
  • D. Ignacy Feliks Dobrzyński
    Ignacy Feliks Dobrzyński was a 19th-century Polish composer, conductor, and pianist associated with the Romantic era and known for his symphonies, chamber music, and contributions to Polish national music.
  • E. Stanisław Mokronowski
    Stanisław Mokronowski was a Polish general and nobleman who played a significant role in Poland’s late 18th- and early 19th-century military struggles for independence.
  • 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: Ludwik Hirszfeld
Triple: [Ludwik, hasNotableBearer, Ludwik Hirszfeld]
Generated description
Ludwik Hirszfeld was a Polish microbiologist and immunologist renowned for his pioneering work on blood groups and their inheritance, which significantly advanced transfusion medicine and immunohematology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludwik Hirszfeld
Target entity description: Ludwik Hirszfeld was a Polish microbiologist and immunologist renowned for his pioneering work on blood groups and their inheritance, which significantly advanced transfusion medicine and immunohematology.
  • A. Jan Mikulicz-Radecki
    Jan Mikulicz-Radecki was a pioneering Polish-Austrian surgeon renowned for major advances in antiseptic techniques, gastrointestinal surgery, and the development of several important surgical instruments.
  • B. Ignacy Kłopotowski
    Ignacy Kłopotowski was a Polish Roman Catholic priest, social activist, and publisher known for his charitable work and founding of religious institutions in the late 19th and early 20th centuries.
  • C. Józef Chłopicki
    Józef Chłopicki was a Polish general and briefly the dictator of the November Uprising (1830–1831) against the Russian Empire.
  • D. Ignacy Feliks Dobrzyński
    Ignacy Feliks Dobrzyński was a 19th-century Polish composer, conductor, and pianist associated with the Romantic era and known for his symphonies, chamber music, and contributions to Polish national music.
  • E. Stanisław Mokronowski
    Stanisław Mokronowski was a Polish general and nobleman who played a significant role in Poland’s late 18th- and early 19th-century military struggles for independence.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90303a9a88190a4044e6310ba9b4b completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4406ee910819093c72738bfe3f92c completed May 1, 2026, 5:55 a.m.
NEDg Description generation batch_69f448fb898081908a8ffd0da703c0f9 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b9e662881908549e041f6a05e38 completed May 1, 2026, 6:43 a.m.
Created at: April 8, 2026, 9:45 p.m.