Triple

T21019486
Position Surface form Disambiguated ID Type / Status
Subject The Art of War E517768 entity
Predicate featuresArtist P1952 FINISHED
Object Freaky G
Freaky G is a musical artist known for contributing to the track "The Art of War."
E1462950 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: Freaky G | Statement: [The Art of War, featuresArtist, Freaky G]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Freaky G
Context triple: [The Art of War, featuresArtist, Freaky G]
  • A. Freaky
    Freaky is a 2020 American horror-comedy film that blends slasher elements with body-swap humor, directed by Christopher Landon and starring Vince Vaughn and Kathryn Newton.
  • B. Freak
    "Freak" is a track from Cam'ron's 2002 hip-hop album "Come Home with Me," known for its explicit lyrics and club-oriented production.
  • C. Freak
    "Freak" is a 1997 grunge-influenced alternative rock song by Australian band Silverchair, known for its heavy riffs and angsty lyrics.
  • D. Freaky Tah
    Freaky Tah was an American rapper best known as a member of the Queens-based hip hop group Lost Boyz during the 1990s.
  • E. The Freak
    The Freak is the nickname of Tim Lincecum, a former San Francisco Giants pitcher known for his dominant performances, unorthodox delivery, and multiple Cy Young Awards.
  • 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: Freaky G
Triple: [The Art of War, featuresArtist, Freaky G]
Generated description
Freaky G is a musical artist known for contributing to the track "The Art of War."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Freaky G
Target entity description: Freaky G is a musical artist known for contributing to the track "The Art of War."
  • A. Freaky
    Freaky is a 2020 American horror-comedy film that blends slasher elements with body-swap humor, directed by Christopher Landon and starring Vince Vaughn and Kathryn Newton.
  • B. Freak
    "Freak" is a track from Cam'ron's 2002 hip-hop album "Come Home with Me," known for its explicit lyrics and club-oriented production.
  • C. Freak
    "Freak" is a 1997 grunge-influenced alternative rock song by Australian band Silverchair, known for its heavy riffs and angsty lyrics.
  • D. Freaky Tah
    Freaky Tah was an American rapper best known as a member of the Queens-based hip hop group Lost Boyz during the 1990s.
  • E. The Freak
    The Freak is the nickname of Tim Lincecum, a former San Francisco Giants pitcher known for his dominant performances, unorthodox delivery, and multiple Cy Young Awards.
  • 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_69e0b50262b081909bc488937145eb73 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc5b6af4819081fd3aa5212f17a5 completed April 21, 2026, 4:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b67103081908033c57e586afa69 completed May 17, 2026, 3:52 a.m.
NEDg Description generation batch_6a0940b362388190a78a244eafa7cbba completed May 17, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_6a09414912d88190b7da0186ef7b227f completed May 17, 2026, 4:17 a.m.
Created at: April 16, 2026, 1:54 p.m.