Triple

T12204074
Position Surface form Disambiguated ID Type / Status
Subject The Impressions E290792 entity
Predicate notableMember P10 FINISHED
Object Arthur Brooks
Arthur Brooks is an American soul and R&B singer best known as a member of the Chicago vocal group The Impressions.
 E971656 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: Arthur Brooks | Statement: [The Impressions, notableMember, Arthur Brooks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur Brooks
Context triple: [The Impressions, notableMember, Arthur Brooks]
  • A. Stephen Hicks
    Stephen Hicks is a Canadian-American philosopher known for his work on postmodernism, objectivism, and the intellectual history of modern and contemporary thought.
  • B. Dick Huemer
    Dick Huemer was an American animator, storyboard artist, and writer best known for his influential work at Disney on classic animated features.
  • C. John W. Akin
    John W. Akin was an American lawyer and politician from Georgia who served as Speaker of the Georgia House of Representatives in the early 20th century.
  • D. Richard Beck
    Richard Beck is a relatively common personal name that may refer to multiple individuals across different fields, such as academia, literature, or public life.
  • E. Roger Gage
    Roger Gage is a British stage director known for his work in theatre and for having been married to acclaimed actress Joan Plowright.
  • 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: Arthur Brooks
Triple: [The Impressions, notableMember, Arthur Brooks]
Generated description
Arthur Brooks is an American soul and R&B singer best known as a member of the Chicago vocal group The Impressions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arthur Brooks
Target entity description: Arthur Brooks is an American soul and R&B singer best known as a member of the Chicago vocal group The Impressions.
  • A. Stephen Hicks
    Stephen Hicks is a Canadian-American philosopher known for his work on postmodernism, objectivism, and the intellectual history of modern and contemporary thought.
  • B. Dick Huemer
    Dick Huemer was an American animator, storyboard artist, and writer best known for his influential work at Disney on classic animated features.
  • C. John W. Akin
    John W. Akin was an American lawyer and politician from Georgia who served as Speaker of the Georgia House of Representatives in the early 20th century.
  • D. Richard Beck
    Richard Beck is a relatively common personal name that may refer to multiple individuals across different fields, such as academia, literature, or public life.
  • E. Roger Gage
    Roger Gage is a British stage director known for his work in theatre and for having been married to acclaimed actress Joan Plowright.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7c9084819085e7d2f9038f409f completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a9ae3d48190a220ccd37ce8d3e7 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60fe34e688190bf7915eea917815c completed May 2, 2026, 2:53 p.m.
NED2 Entity disambiguation (via description) batch_69f610b8efe88190907e84247d9e8456 completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:51 p.m.