Triple

T13559766
Position Surface form Disambiguated ID Type / Status
Subject Les XX E323873 entity
Predicate notableMember P10 FINISHED
Object Armand Heins
Armand Heins was a Belgian painter and illustrator associated with the avant-garde art group Les XX in the late 19th century.
E1056145 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: Armand Heins | Statement: [Les XX, notableMember, Armand Heins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armand Heins
Context triple: [Les XX, notableMember, Armand Heins]
  • A. Armand Schaefer
    Armand Schaefer was an American film director and producer known for his work on adventure serials and B-movies during the early 20th century.
  • B. Joseph Avenol
    Joseph Avenol was a French diplomat who served as the second Secretary-General of the League of Nations during the turbulent years leading up to World War II.
  • C. Walter Heitz
    Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
  • D. Walter Lassally
    Walter Lassally was a renowned German-born British cinematographer celebrated for his influential work in both British New Wave cinema and international art films.
  • E. Eugene Roche
    Eugene Roche was an American character actor known for his prolific work in film and television, often playing affable or comedic supporting roles.
  • 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: Armand Heins
Triple: [Les XX, notableMember, Armand Heins]
Generated description
Armand Heins was a Belgian painter and illustrator associated with the avant-garde art group Les XX in the late 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armand Heins
Target entity description: Armand Heins was a Belgian painter and illustrator associated with the avant-garde art group Les XX in the late 19th century.
  • A. Armand Schaefer
    Armand Schaefer was an American film director and producer known for his work on adventure serials and B-movies during the early 20th century.
  • B. Joseph Avenol
    Joseph Avenol was a French diplomat who served as the second Secretary-General of the League of Nations during the turbulent years leading up to World War II.
  • C. Walter Heitz
    Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
  • D. Walter Lassally
    Walter Lassally was a renowned German-born British cinematographer celebrated for his influential work in both British New Wave cinema and international art films.
  • E. Eugene Roche
    Eugene Roche was an American character actor known for his prolific work in film and television, often playing affable or comedic supporting roles.
  • 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_69d8076830b48190910a902bae5888e2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaff4223c8190801d153ae8f94c73 completed April 12, 2026, 2:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f794281fb48190882f164df1def07e completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f7955fce288190a7e426f467517a91 completed May 3, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69f7996cddf08190973e493fb788ce7a completed May 3, 2026, 6:52 p.m.
Created at: April 9, 2026, 9:47 p.m.