Triple

T21845547
Position Surface form Disambiguated ID Type / Status
Subject Survival of the Fittest E539363 entity
Predicate writer P1360 FINISHED
Object Havoc
Havoc is an American rapper best known as one half of the influential hip hop duo Mobb Deep and for his gritty, street-oriented lyricism and production.
 E125618 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: Havoc | Statement: [Survival of the Fittest, writer, Havoc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Havoc
Context triple: [Survival of the Fittest, writer, Havoc]
  • A. Havoc
    Havoc is a 2005 crime drama film about affluent suburban teenagers who become entangled in Los Angeles gang culture.
  • B. Havoc
    Havoc is an American rapper and record producer best known as one half of the influential hip-hop duo Mobb Deep.
  • C. Havoc
    Havoc is a downloadable content pack for Call of Duty: Advanced Warfare that adds new multiplayer maps, weapons, and the Exo Zombies mode.
  • D. Havoc
    Havoc is the nickname for the Douglas A-20, a World War II-era American light bomber and attack aircraft used extensively by Allied forces.
  • E. Havoc
    Havoc is a comic book writer best known for scripting the series "Hell on Earth (Front Lines)."
  • 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: Havoc
Triple: [Survival of the Fittest, writer, Havoc]
Generated description
Havoc is an American rapper best known as one half of the influential hip hop duo Mobb Deep and for his gritty, street-oriented lyricism and production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Havoc
Target entity description: Havoc is an American rapper best known as one half of the influential hip hop duo Mobb Deep and for his gritty, street-oriented lyricism and production.
  • A. Havoc chosen
    Havoc is an American rapper and record producer best known as one half of the influential hip-hop duo Mobb Deep.
  • B. Havoc
    Havoc is a 2005 crime drama film about affluent suburban teenagers who become entangled in Los Angeles gang culture.
  • C. Havoc
    Havoc is a downloadable content pack for Call of Duty: Advanced Warfare that adds new multiplayer maps, weapons, and the Exo Zombies mode.
  • D. Havoc
    Havoc is the nickname for the Douglas A-20, a World War II-era American light bomber and attack aircraft used extensively by Allied forces.
  • E. Havoc
    Havoc is a comic book writer best known for scripting the series "Hell on Earth (Front Lines)."
  • F. None of above.

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_69e0c476c3c88190a92d08ebb59a128a completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0bd5398fc81909f025bcccd0f80cb completed April 28, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae99e15848190b7fe1bfb37ad2ef4 completed May 18, 2026, 10:27 a.m.
NEDg Description generation batch_6a0aea9aad5c81908fca5ea2b594effb completed May 18, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_6a0aeb4ce6d48190ac9281afb7b43391 completed May 18, 2026, 10:34 a.m.
Created at: April 16, 2026, 6:55 p.m.