Triple

T15595507
Position Surface form Disambiguated ID Type / Status
Subject Grand Funk Railroad E374882 entity
Predicate notableWork P4 FINISHED
Object Walk Like a Man
"Walk Like a Man" is a rock song by American band Grand Funk Railroad, known for its driving rhythm and classic 1970s hard rock sound.
E1167105 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: Walk Like a Man | Statement: [Grand Funk Railroad, notableWork, Walk Like a Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walk Like a Man
Context triple: [Grand Funk Railroad, notableWork, Walk Like a Man]
  • A. Walk Like a Man
    "Walk Like a Man" is a song by Bruce Springsteen that appears on his 1987 album *Tunnel of Love*, reflecting on his relationship with his father and the challenges of growing into adulthood.
  • B. Walk Like a Man
    "Walk Like a Man" is a hit 1963 pop song by The Four Seasons, co-written and produced by Bob Crewe, known for its distinctive falsetto vocals and enduring popularity in early rock and roll.
  • C. Back Like That
    "Back Like That" is a smooth, soulful hip-hop track by Ghostface Killah featuring Ne-Yo, known for its storytelling about betrayal in a relationship.
  • D. You’re da Man
    "You’re da Man" is a track by Nas from his acclaimed 2001 hip-hop album *Stillmatic*, showcasing his sharp lyricism and reflective storytelling.
  • E. Ain't No Other Man
    "Ain't No Other Man" is a 2006 funk- and soul-influenced pop single by Christina Aguilera that served as the lead track from her album "Back to Basics" and earned her a Grammy Award for Best Female Pop Vocal Performance.
  • 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: Walk Like a Man
Triple: [Grand Funk Railroad, notableWork, Walk Like a Man]
Generated description
"Walk Like a Man" is a rock song by American band Grand Funk Railroad, known for its driving rhythm and classic 1970s hard rock sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walk Like a Man
Target entity description: "Walk Like a Man" is a rock song by American band Grand Funk Railroad, known for its driving rhythm and classic 1970s hard rock sound.
  • A. Walk Like a Man
    "Walk Like a Man" is a song by Bruce Springsteen that appears on his 1987 album *Tunnel of Love*, reflecting on his relationship with his father and the challenges of growing into adulthood.
  • B. Walk Like a Man
    "Walk Like a Man" is a hit 1963 pop song by The Four Seasons, co-written and produced by Bob Crewe, known for its distinctive falsetto vocals and enduring popularity in early rock and roll.
  • C. Back Like That
    "Back Like That" is a smooth, soulful hip-hop track by Ghostface Killah featuring Ne-Yo, known for its storytelling about betrayal in a relationship.
  • D. You’re da Man
    "You’re da Man" is a track by Nas from his acclaimed 2001 hip-hop album *Stillmatic*, showcasing his sharp lyricism and reflective storytelling.
  • E. Ain't No Other Man
    "Ain't No Other Man" is a 2006 funk- and soul-influenced pop single by Christina Aguilera that served as the lead track from her album "Back to Basics" and earned her a Grammy Award for Best Female Pop Vocal Performance.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e5f9db8819083abf80f01f32b3d completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56ca72ec8190a237db843dc6d625 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff58a93fb481908cedf981caf1bb23 completed May 9, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_69ff59718048819086a1d0ba773e9a92 completed May 9, 2026, 3:57 p.m.
Created at: April 10, 2026, 4:12 a.m.