Triple

T8484328
Position Surface form Disambiguated ID Type / Status
Subject Chicago E200794 entity
Predicate notableWork P4 FINISHED
Object Hard Habit to Break
"Hard Habit to Break" is a 1984 power ballad by the American rock band Chicago, known for its emotional lyrics and prominent use of horns and keyboards.
 E736384 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: Hard Habit to Break | Statement: [Chicago, notableWork, Hard Habit to Break]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hard Habit to Break
Context triple: [Chicago, notableWork, Hard Habit to Break]
  • A. Breaking the Habit
    "Breaking the Habit" is a 2004 electronic rock song by Linkin Park known for its introspective lyrics about inner turmoil and its distinctive anime-style music video.
  • B. Bad Habits
    "Bad Habits" is a popular song by Indian singer-rapper Nav, known for its moody trap production and introspective lyrics about fame and personal struggles.
  • C. Bad Habits
    "Bad Habits" is a 1970 painting by Philip Guston that exemplifies his late, cartoonish figurative style and confronts themes of guilt, complicity, and the banality of evil.
  • D. Bad Habit
    Bad Habit is an independent record label known for releasing music by innovative and genre-blending artists such as Ye.
  • E. Make and Break
    Make and Break is a satirical stage play by Michael Frayn that explores corporate culture and moral compromise through the story of a driven businessman at a trade fair.
  • 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: Hard Habit to Break
Triple: [Chicago, notableWork, Hard Habit to Break]
Generated description
"Hard Habit to Break" is a 1984 power ballad by the American rock band Chicago, known for its emotional lyrics and prominent use of horns and keyboards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hard Habit to Break
Target entity description: "Hard Habit to Break" is a 1984 power ballad by the American rock band Chicago, known for its emotional lyrics and prominent use of horns and keyboards.
  • A. Breaking the Habit
    "Breaking the Habit" is a 2004 electronic rock song by Linkin Park known for its introspective lyrics about inner turmoil and its distinctive anime-style music video.
  • B. Bad Habits
    "Bad Habits" is a popular song by Indian singer-rapper Nav, known for its moody trap production and introspective lyrics about fame and personal struggles.
  • C. Bad Habits
    "Bad Habits" is a 1970 painting by Philip Guston that exemplifies his late, cartoonish figurative style and confronts themes of guilt, complicity, and the banality of evil.
  • D. Bad Habit
    Bad Habit is an independent record label known for releasing music by innovative and genre-blending artists such as Ye.
  • E. Make and Break
    Make and Break is a satirical stage play by Michael Frayn that explores corporate culture and moral compromise through the story of a driven businessman at a trade fair.
  • 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_69ca831d7b148190a6e32c1de43ab13b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe539b70c81909f8f045312f0d5f8 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a348a8481908a72c7ac15605022 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b56c3d881909468c3304e84cdb8 completed April 2, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c2579a08190af15d40d4bf7bb9f completed April 2, 2026, 9:51 a.m.
Created at: March 30, 2026, 6:12 p.m.