Triple

T17624134
Position Surface form Disambiguated ID Type / Status
Subject Nappy Roots E429789 entity
Predicate notableWork P4 FINISHED
Object Headz Up
"Headz Up" is a song by the American hip hop group Nappy Roots, known for its Southern-influenced sound and socially conscious lyrics.
E1280073 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: Headz Up | Statement: [Nappy Roots, notableWork, Headz Up]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Headz Up
Context triple: [Nappy Roots, notableWork, Headz Up]
  • A. Head Bobs
    "Head Bobs" is a track by the hip hop group The Roots from their debut studio album "Organix" (often associated with their early work around the time of "Do You Want More?!!!??!).
  • B. Head Up
    "Head Up" is a song by the American heavy metal band Undisputed.
  • C. Headstunts
    Headstunts is a garage rock album by New Zealand band The Datsuns, showcasing their high-energy riffs and retro rock sound.
  • D. The Heads
    The Heads is the narrow and often treacherous entrance to Port Phillip Bay in Victoria, Australia, where strong tidal currents and submerged rocks make navigation challenging.
  • E. The Buds
    The Buds is a popular nickname for the Toronto Maple Leafs, the historic NHL franchise based in Toronto, Ontario.
  • 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: Headz Up
Triple: [Nappy Roots, notableWork, Headz Up]
Generated description
"Headz Up" is a song by the American hip hop group Nappy Roots, known for its Southern-influenced sound and socially conscious lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Headz Up
Target entity description: "Headz Up" is a song by the American hip hop group Nappy Roots, known for its Southern-influenced sound and socially conscious lyrics.
  • A. Head Bobs
    "Head Bobs" is a track by the hip hop group The Roots from their debut studio album "Organix" (often associated with their early work around the time of "Do You Want More?!!!??!).
  • B. Head Up
    "Head Up" is a song by the American heavy metal band Undisputed.
  • C. Headstunts
    Headstunts is a garage rock album by New Zealand band The Datsuns, showcasing their high-energy riffs and retro rock sound.
  • D. The Heads
    The Heads is the narrow and often treacherous entrance to Port Phillip Bay in Victoria, Australia, where strong tidal currents and submerged rocks make navigation challenging.
  • E. The Buds
    The Buds is a popular nickname for the Toronto Maple Leafs, the historic NHL franchise based in Toronto, Ontario.
  • 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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46dbb2a348190982658d495c81da0 completed April 19, 2026, 5:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a9714e081909283b932dc5d9301 completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020b81c0e88190af61ea1a3b89fe8a completed May 11, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_6a020cc2de908190ae82be94c0d9c1a0 completed May 11, 2026, 5:07 p.m.
Created at: April 10, 2026, 5:52 a.m.