Triple

T5144914
Position Surface form Disambiguated ID Type / Status
Subject The Heartbreakers E116047 entity
Predicate recordLabel P1500 FINISHED
Object L.A.M.F. Records
L.A.M.F. Records is an independent record label associated with the punk rock band The Heartbreakers, named after their influential 1977 album "L.A.M.F."
 E506174 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: L.A.M.F. Records | Statement: [The Heartbreakers, recordLabel, L.A.M.F. Records]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: L.A.M.F. Records
Context triple: [The Heartbreakers, recordLabel, L.A.M.F. Records]
  • A. Loud Records
    Loud Records is an American hip-hop and urban music record label known for signing influential artists such as Wu-Tang Clan, Big Pun, and Mobb Deep.
  • B. Sin-Drome Records
    Sin-Drome Records is an independent music label known for releasing work by American singer-songwriter Bobby Caldwell and other soul and R&B artists.
  • C. Ramseur Records
    Ramseur Records is an independent American record label known for promoting roots, folk, and Americana artists.
  • D. Streetwise Records
    Streetwise Records is an American independent record label best known for its early 1980s R&B and dance releases, including launching the career of New Edition.
  • E. Red Hill Records
    Red Hill Records is a Christian music label known for releasing Katy Perry’s early gospel album before her mainstream pop breakthrough.
  • 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: L.A.M.F. Records
Triple: [The Heartbreakers, recordLabel, L.A.M.F. Records]
Generated description
L.A.M.F. Records is an independent record label associated with the punk rock band The Heartbreakers, named after their influential 1977 album "L.A.M.F."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: L.A.M.F. Records
Target entity description: L.A.M.F. Records is an independent record label associated with the punk rock band The Heartbreakers, named after their influential 1977 album "L.A.M.F."
  • A. Loud Records
    Loud Records is an American hip-hop and urban music record label known for signing influential artists such as Wu-Tang Clan, Big Pun, and Mobb Deep.
  • B. Sin-Drome Records
    Sin-Drome Records is an independent music label known for releasing work by American singer-songwriter Bobby Caldwell and other soul and R&B artists.
  • C. Ramseur Records
    Ramseur Records is an independent American record label known for promoting roots, folk, and Americana artists.
  • D. Streetwise Records
    Streetwise Records is an American independent record label best known for its early 1980s R&B and dance releases, including launching the career of New Edition.
  • E. Red Hill Records
    Red Hill Records is a Christian music label known for releasing Katy Perry’s early gospel album before her mainstream pop breakthrough.
  • 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_69bd4446c0e08190a7c29dc74976bf03 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd78aaeb1881909e1b416ea37a7b6d completed March 20, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe51fe988190afcba16381b33043 completed March 21, 2026, 8:23 p.m.
NEDg Description generation batch_69beff1e44388190a449cf364f750b8b completed March 21, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69beffb133208190a705629dfe6d3bbb completed March 21, 2026, 8:29 p.m.
Created at: March 20, 2026, 1:43 p.m.