Triple

T6009500
Position Surface form Disambiguated ID Type / Status
Subject Umphrey's McGee E133796 entity
Predicate hasMember P10 FINISHED
Object Andy Farag
Andy Farag is an American percussionist best known as a longtime member of the progressive rock and jam band Umphrey's McGee.
E561525 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: Andy Farag | Statement: [Umphrey's McGee, hasMember, Andy Farag]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Farag
Context triple: [Umphrey's McGee, hasMember, Andy Farag]
  • A. Fady Elsayed
    Fady Elsayed is a British actor known for his roles in film and television, including the Doctor Who spin-off series "Class."
  • B. Kario Salem
    Kario Salem is an American screenwriter and actor best known for his work on crime and drama films and television projects.
  • C. Amer Wagdi
    Amer Wagdi is a central character in Naguib Mahfouz’s novel "Miramar," representing the older generation’s memories and perspectives amid Egypt’s social and political change.
  • D. Andrew Sarlo
    Andrew Sarlo is a music producer known for his work with indie and alternative artists such as Big Thief and Bon Iver.
  • E. El Rod El Farag
    El Rod El Farag is a district in northern Cairo, Egypt, known for its dense urban neighborhoods and traditional markets.
  • 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: Andy Farag
Triple: [Umphrey's McGee, hasMember, Andy Farag]
Generated description
Andy Farag is an American percussionist best known as a longtime member of the progressive rock and jam band Umphrey's McGee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Farag
Target entity description: Andy Farag is an American percussionist best known as a longtime member of the progressive rock and jam band Umphrey's McGee.
  • A. Fady Elsayed
    Fady Elsayed is a British actor known for his roles in film and television, including the Doctor Who spin-off series "Class."
  • B. Kario Salem
    Kario Salem is an American screenwriter and actor best known for his work on crime and drama films and television projects.
  • C. Amer Wagdi
    Amer Wagdi is a central character in Naguib Mahfouz’s novel "Miramar," representing the older generation’s memories and perspectives amid Egypt’s social and political change.
  • D. Andrew Sarlo
    Andrew Sarlo is a music producer known for his work with indie and alternative artists such as Big Thief and Bon Iver.
  • E. El Rod El Farag
    El Rod El Farag is a district in northern Cairo, Egypt, known for its dense urban neighborhoods and traditional markets.
  • 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_69c0087361a48190905c6b55969852b8 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f4e27a881909cc3f7fef62abc3b completed March 22, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1089bd870819096c0f6c7cf484c50 completed March 23, 2026, 9:32 a.m.
NEDg Description generation batch_69c10b0c23d48190a9e683858c29449d completed March 23, 2026, 9:42 a.m.
NED2 Entity disambiguation (via description) batch_69c10bb3dd6481909d61d2cda5150ea7 completed March 23, 2026, 9:45 a.m.
Created at: March 22, 2026, 4:06 p.m.