Triple

T14167187
Position Surface form Disambiguated ID Type / Status
Subject Borchers E351110 entity
Predicate hasNotableBearer P458 FINISHED
Object Hans-Joachim Borchers
Hans-Joachim Borchers is a German mathematician known for his contributions to functional analysis and mathematical physics, particularly in the foundations of quantum field theory.
E1123300 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: Hans-Joachim Borchers | Statement: [Borchers, hasNotableBearer, Hans-Joachim Borchers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hans-Joachim Borchers
Context triple: [Borchers, hasNotableBearer, Hans-Joachim Borchers]
  • A. Manfred Guhring
    Manfred Guhring is a German firearms designer best known for creating the iconic Heckler & Koch MP5 submachine gun.
  • B. Walter Röhrig
    Walter Röhrig was a German art director and production designer best known for his influential work on early Expressionist cinema.
  • C. Heinz Ewald
    Heinz Ewald was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • D. Reinhold Heil
    Reinhold Heil is a German musician and film and television composer known for his collaborations with director Tom Tykwer and his scores for works such as Run Lola Run and Cloud Atlas.
  • E. Helmut Körner
    Helmut Körner was a German footballer known for playing as a forward in the mid-20th century.
  • 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: Hans-Joachim Borchers
Triple: [Borchers, hasNotableBearer, Hans-Joachim Borchers]
Generated description
Hans-Joachim Borchers is a German mathematician known for his contributions to functional analysis and mathematical physics, particularly in the foundations of quantum field theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hans-Joachim Borchers
Target entity description: Hans-Joachim Borchers is a German mathematician known for his contributions to functional analysis and mathematical physics, particularly in the foundations of quantum field theory.
  • A. Manfred Guhring
    Manfred Guhring is a German firearms designer best known for creating the iconic Heckler & Koch MP5 submachine gun.
  • B. Walter Röhrig
    Walter Röhrig was a German art director and production designer best known for his influential work on early Expressionist cinema.
  • C. Heinz Ewald
    Heinz Ewald was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • D. Reinhold Heil
    Reinhold Heil is a German musician and film and television composer known for his collaborations with director Tom Tykwer and his scores for works such as Run Lola Run and Cloud Atlas.
  • E. Helmut Körner
    Helmut Körner was a German footballer known for playing as a forward in the mid-20th century.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b355f08190864c7322bbcb766d completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64e68118819082448393cc141d96 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe664fe96081908ca0923791bd212b completed May 8, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69fe66be64808190bab35f07d556d446 completed May 8, 2026, 10:42 p.m.
Created at: April 10, 2026, 1 a.m.