Triple

T13933111
Position Surface form Disambiguated ID Type / Status
Subject The Keynote Speaker E335040 entity
Predicate hasPart P35 FINISHED
Object "Heads Up"
"Heads Up" is likely a segment or component of the work "The Keynote Speaker," such as a chapter, section, or featured piece within that larger creative or informational presentation.
 E1069909 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: "Heads Up" | Statement: [The Keynote Speaker, hasPart, "Heads Up"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Heads Up"
Context triple: [The Keynote Speaker, hasPart, "Heads Up"]
  • A. Head Up
    "Head Up" is a song by the American heavy metal band Undisputed.
  • B. Keep Ya Head Up
    "Keep Ya Head Up" is a socially conscious hip-hop song by Tupac Shakur that addresses themes of misogyny, poverty, and resilience, particularly uplifting Black women and single mothers.
  • C. Keep Your Head
    "Keep Your Head" is a song by American R&B singer Mary J. Blige from her 1997 album *Share My World*.
  • D. Hands Up
    "Hands Up" is a politically charged hip-hop track by Vince Staples that critiques police brutality and systemic racism.
  • E. Check Your Head
    Check Your Head is a 1992 album by the Beastie Boys that blends hip hop, punk, and funk, marking a pivotal return to live instrumentation in their music.
  • 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: "Heads Up"
Triple: [The Keynote Speaker, hasPart, "Heads Up"]
Generated description
"Heads Up" is likely a segment or component of the work "The Keynote Speaker," such as a chapter, section, or featured piece within that larger creative or informational presentation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Heads Up"
Target entity description: "Heads Up" is likely a segment or component of the work "The Keynote Speaker," such as a chapter, section, or featured piece within that larger creative or informational presentation.
  • A. Head Up
    "Head Up" is a song by the American heavy metal band Undisputed.
  • B. Keep Ya Head Up
    "Keep Ya Head Up" is a socially conscious hip-hop song by Tupac Shakur that addresses themes of misogyny, poverty, and resilience, particularly uplifting Black women and single mothers.
  • C. Keep Your Head
    "Keep Your Head" is a song by American R&B singer Mary J. Blige from her 1997 album *Share My World*.
  • D. Hands Up
    "Hands Up" is a politically charged hip-hop track by Vince Staples that critiques police brutality and systemic racism.
  • E. Check Your Head
    Check Your Head is a 1992 album by the Beastie Boys that blends hip hop, punk, and funk, marking a pivotal return to live instrumentation in their music.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf28df081908d897d7b9ec7939d completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce865ab4819088221189344b3801 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5b82f48190b0b89ddca25883cc completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69f9fea0a9dc8190b5b65dfec9626949 completed May 5, 2026, 2:28 p.m.
Created at: April 9, 2026, 10:17 p.m.