Triple

T8675845
Position Surface form Disambiguated ID Type / Status
Subject Blue with Lou E205910 entity
Predicate performer P1363 FINISHED
Object T.J. Lofgren
T.J. Lofgren is a musician known for performing on the collaborative rock album "Blue with Lou."
 E753294 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: T.J. Lofgren | Statement: [Blue with Lou, performer, T.J. Lofgren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T.J. Lofgren
Context triple: [Blue with Lou, performer, T.J. Lofgren]
  • A. Tim Latta
    Tim Latta is a soccer executive best known for serving as the general manager of the early Major League Soccer club Kansas City Wiz (now Sporting Kansas City).
  • B. Ron Feemster
    Ron Feemster is a music producer known for his work on the album "Afrodisiac."
  • C. Chris Mullen
    Chris Mullen is a relatively obscure individual whose primary noted distinction is sharing the surname associated with the more widely recognized figure, former NBA star Chris Mullin.
  • D. Kevin Swanson
    Kevin Swanson is a recurring character on the animated TV show "Family Guy," known as the paraplegic son of Joe and Bonnie Swanson.
  • E. Justin E. Driscoll
    Justin E. Driscoll is an American energy executive who leads the New York Power Authority, the nation’s largest state-owned electric utility.
  • 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: T.J. Lofgren
Triple: [Blue with Lou, performer, T.J. Lofgren]
Generated description
T.J. Lofgren is a musician known for performing on the collaborative rock album "Blue with Lou."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: T.J. Lofgren
Target entity description: T.J. Lofgren is a musician known for performing on the collaborative rock album "Blue with Lou."
  • A. Tim Latta
    Tim Latta is a soccer executive best known for serving as the general manager of the early Major League Soccer club Kansas City Wiz (now Sporting Kansas City).
  • B. Ron Feemster
    Ron Feemster is a music producer known for his work on the album "Afrodisiac."
  • C. Chris Mullen
    Chris Mullen is a relatively obscure individual whose primary noted distinction is sharing the surname associated with the more widely recognized figure, former NBA star Chris Mullin.
  • D. Kevin Swanson
    Kevin Swanson is a recurring character on the animated TV show "Family Guy," known as the paraplegic son of Joe and Bonnie Swanson.
  • E. Justin E. Driscoll
    Justin E. Driscoll is an American energy executive who leads the New York Power Authority, the nation’s largest state-owned electric utility.
  • 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_69ca83529a9c8190b5c075b4f14636ed completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc49f54dfc8190b7a61e7ed1cfcbeb completed March 31, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28748c0c8190a8870650a9b07d7d completed April 3, 2026, 2:39 a.m.
NEDg Description generation batch_69cf2c5b995881909e60ce7c42ebb4a2 completed April 3, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ce47b748190b883063dc3e5d16b completed April 3, 2026, 2:58 a.m.
Created at: March 30, 2026, 6:32 p.m.