Triple

T5144915
Position Surface form Disambiguated ID Type / Status
Subject The Heartbreakers E116047 entity
Predicate notableWork P4 FINISHED
Object L.A.M.F.
L.A.M.F. is the 1977 debut studio album by punk rock band The Heartbreakers, regarded as a raw, influential classic of the New York punk scene.
E497661 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. | Statement: [The Heartbreakers, notableWork, L.A.M.F.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: L.A.M.F.
Context triple: [The Heartbreakers, notableWork, L.A.M.F.]
  • A. L.A.M.C.
    L.A.M.C. is the commonly used abbreviation for the Los Angeles Municipal Code, the body of local laws and regulations governing the City of Los Angeles.
  • B. La La La
    "La La La" is a 2013 hit single by British producer Naughty Boy featuring singer Sam Smith, known for its catchy hook and emotionally charged electronic pop sound.
  • C. Last Seen Wearing
    "Last Seen Wearing" is a crime novel in Colin Dexter's Inspector Morse series, featuring the detective's investigation into the disappearance of a schoolgirl.
  • D. Same Bitches
    "Same Bitches" is a hip-hop-influenced track by Post Malone featuring G-Eazy and YG from his album *Beerbongs & Bentleys*.
  • E. Fat Mary
    Fat Mary is the nickname of Princess Mary Adelaide of Cambridge, a 19th-century British royal known for her charitable work and as the mother of Queen Mary, consort of King George V.
  • 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.
Triple: [The Heartbreakers, notableWork, L.A.M.F.]
Generated description
L.A.M.F. is the 1977 debut studio album by punk rock band The Heartbreakers, regarded as a raw, influential classic of the New York punk scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: L.A.M.F.
Target entity description: L.A.M.F. is the 1977 debut studio album by punk rock band The Heartbreakers, regarded as a raw, influential classic of the New York punk scene.
  • A. L.A.M.C.
    L.A.M.C. is the commonly used abbreviation for the Los Angeles Municipal Code, the body of local laws and regulations governing the City of Los Angeles.
  • B. La La La
    "La La La" is a 2013 hit single by British producer Naughty Boy featuring singer Sam Smith, known for its catchy hook and emotionally charged electronic pop sound.
  • C. Last Seen Wearing
    "Last Seen Wearing" is a crime novel in Colin Dexter's Inspector Morse series, featuring the detective's investigation into the disappearance of a schoolgirl.
  • D. Same Bitches
    "Same Bitches" is a hip-hop-influenced track by Post Malone featuring G-Eazy and YG from his album *Beerbongs & Bentleys*.
  • E. Fat Mary
    Fat Mary is the nickname of Princess Mary Adelaide of Cambridge, a 19th-century British royal known for her charitable work and as the mother of Queen Mary, consort of King George V.
  • 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_69becff590ec81908ed03474f21a95f5 completed March 21, 2026, 5:05 p.m.
NEDg Description generation batch_69bed254037c8190b1487b12425f8abe completed March 21, 2026, 5:16 p.m.
NED2 Entity disambiguation (via description) batch_69bed2be57108190bc3e758c34ffc34f completed March 21, 2026, 5:17 p.m.
Created at: March 20, 2026, 1:43 p.m.