Triple

T16623754
Position Surface form Disambiguated ID Type / Status
Subject Secret Society E403893 entity
Predicate hasMember P10 FINISHED
Object Heat Wave
Heat Wave is a DC Comics supervillain and pyromaniac arsonist, commonly known as an enemy of the Flash and a member of the Rogues.
 E1224588 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: Heat Wave | Statement: [Secret Society, hasMember, Heat Wave]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heat Wave
Context triple: [Secret Society, hasMember, Heat Wave]
  • A. Heat Wave
    "Heat Wave" is a 1963 Motown hit song by Martha and the Vandellas, celebrated as one of the defining tracks of the early soul and R&B era.
  • B. Heat Wave
    "Heat Wave" is a popular rock and pop cover song performed by Linda Ronstadt, known for its energetic vocals and success on the charts in the mid-1970s.
  • C. Heatwave
    "Heatwave" is a grime track by British MC and producer Wiley that helped cement his influence on the UK urban music scene.
  • D. Hotter than July
    Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
  • E. Hot & Wet
    "Hot & Wet" is a 2003 R&B album by American group 112 that blends smooth ballads with club-oriented tracks.
  • 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: Heat Wave
Triple: [Secret Society, hasMember, Heat Wave]
Generated description
Heat Wave is a DC Comics supervillain and pyromaniac arsonist, commonly known as an enemy of the Flash and a member of the Rogues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heat Wave
Target entity description: Heat Wave is a DC Comics supervillain and pyromaniac arsonist, commonly known as an enemy of the Flash and a member of the Rogues.
  • A. Heat Wave
    "Heat Wave" is a popular rock and pop cover song performed by Linda Ronstadt, known for its energetic vocals and success on the charts in the mid-1970s.
  • B. Heat Wave
    "Heat Wave" is a 1963 Motown hit song by Martha and the Vandellas, celebrated as one of the defining tracks of the early soul and R&B era.
  • C. Heatwave
    "Heatwave" is a grime track by British MC and producer Wiley that helped cement his influence on the UK urban music scene.
  • D. Hotter than July
    Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
  • E. Hot & Wet
    "Hot & Wet" is a 2003 R&B album by American group 112 that blends smooth ballads with club-oriented tracks.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37550ee308190931fd50aeebe1e7e completed April 18, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007db866e48190886aec7658835543 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007ee625c48190a7a97f34d5788808 completed May 10, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_6a007f75e7e48190ac5cf912cca60d9c completed May 10, 2026, 12:52 p.m.
Created at: April 10, 2026, 5:17 a.m.