Triple

T22165346
Position Surface form Disambiguated ID Type / Status
Subject Dehumanizer E547774 entity
Predicate track P17929 FINISHED
Object Too Late
"Too Late" is a song by the industrial metal band Dehumanizer, showcasing their aggressive sound and dark thematic style.
E1523675 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: Too Late | Statement: [Dehumanizer, track, Too Late]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Too Late
Context triple: [Dehumanizer, track, Too Late]
  • A. Too Late
    "Too Late" is a song by the American rock band Train of Thought.
  • B. Too Late
    "Too Late" is a song by the American rock band Journey from their 1979 album "Evolution."
  • C. Too Late
    "Too Late" is a song featured on The Weeknd's critically acclaimed 2020 album *After Hours*.
  • D. Too Late
    "Too Late" is a song by the American folk-rock group The Mamas & the Papas, featured on their 1968 album *The Papas & The Mamas*.
  • E. Too Late
    Too Late is a 2015 neo-noir mystery film, shot in a series of long takes, in which John Hawkes plays a private investigator entangled in a complex, non-linear crime story.
  • 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: Too Late
Triple: [Dehumanizer, track, Too Late]
Generated description
"Too Late" is a song by the industrial metal band Dehumanizer, showcasing their aggressive sound and dark thematic style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Too Late
Target entity description: "Too Late" is a song by the industrial metal band Dehumanizer, showcasing their aggressive sound and dark thematic style.
  • A. Too Late
    "Too Late" is a song by the American rock band Train of Thought.
  • B. Too Late
    "Too Late" is a socially conscious hip-hop track by Reflection Eternal (Talib Kweli and Hi-Tek), known for its reflective lyrics and soulful production.
  • C. Too Late
    "Too Late" is a song featured on the album "Hard Believer" by the British band Fink.
  • D. Too Late
    "Too Late" is a song by the American rock band No Doubt from their 2000 album *Return of Saturn*.
  • E. Too Late
    "Too Late" is a song by the American rock band Journey from their 1979 album "Evolution."
  • 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_69e11e3c4c5c81908d336165816b12e0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a314cc081908857c13d018d52b2 completed April 28, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ebeab0081908baf171fd1e7b241 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0aa2c897f481908f379e8b956b6cfc completed May 18, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa3313bb88190b1223ee5268bc859 completed May 18, 2026, 5:27 a.m.
Created at: April 16, 2026, 8:34 p.m.