Triple

T15078416
Position Surface form Disambiguated ID Type / Status
Subject Norman Bluhm E380068 entity
Predicate familyName P18 FINISHED
Object Bluhm
Bluhm is a surname most notably associated with Norman Bluhm, an American abstract expressionist painter.
 E1135162 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: Bluhm | Statement: [Norman Bluhm, familyName, Bluhm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bluhm
Context triple: [Norman Bluhm, familyName, Bluhm]
  • A. Blome
    Blome is a German surname borne by various notable individuals across fields such as politics, science, and the arts.
  • B. Blum
    Blum is a surname of German and Jewish origin borne by various notable individuals across fields such as mathematics, politics, and the arts.
  • C. Blatch
    Blatch is the surname of Nora Stanton Blatch, an early 20th-century American civil engineer, suffragist, and women's rights activist.
  • D. Bramble
    Bramble is a modern classic gin-based cocktail typically made with lemon juice, sugar syrup, and blackberry liqueur, served over crushed ice.
  • E. Bruhn
    Bruhn is a German-origin surname borne by various notable individuals across fields such as music, sports, and academia.
  • 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: Bluhm
Triple: [Norman Bluhm, familyName, Bluhm]
Generated description
Bluhm is a surname most notably associated with Norman Bluhm, an American abstract expressionist painter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bluhm
Target entity description: Bluhm is a surname most notably associated with Norman Bluhm, an American abstract expressionist painter.
  • A. Blome
    Blome is a German surname borne by various notable individuals across fields such as politics, science, and the arts.
  • B. Blum
    Blum is a surname of German and Jewish origin borne by various notable individuals across fields such as mathematics, politics, and the arts.
  • C. Blatch
    Blatch is the surname of Nora Stanton Blatch, an early 20th-century American civil engineer, suffragist, and women's rights activist.
  • D. Bramble
    Bramble is a modern classic gin-based cocktail typically made with lemon juice, sugar syrup, and blackberry liqueur, served over crushed ice.
  • E. Bruhn
    Bruhn is a German-origin surname borne by various notable individuals across fields such as music, sports, and academia.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7fe5a208190823900b25e298dab completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fea5d4f6a48190aeb42341b0c395a7 completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea65a34f08190a76965dfee5b89e5 completed May 9, 2026, 3:13 a.m.
NED2 Entity disambiguation (via description) batch_69fea6e097bc81909ba468de2673b22e completed May 9, 2026, 3:15 a.m.
Created at: April 10, 2026, 3:03 a.m.