Triple

T23262380
Position Surface form Disambiguated ID Type / Status
Subject DS2 E582048 entity
Predicate hasPart P35 FINISHED
Object Freak Hoe
"Freak Hoe" is a sexually explicit trap-influenced track by Future from his critically acclaimed 2015 album DS2.
 E1576409 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: Freak Hoe | Statement: [DS2, hasPart, Freak Hoe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freak Hoe
Context triple: [DS2, hasPart, Freak Hoe]
  • A. 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.
  • B. Freak
    "Freak" is a track from Demi Lovato’s rock-influenced album "HOLY FVCK," showcasing a heavier sound and more confrontational lyrical style.
  • C. Freak
    "Freak" is a 1997 grunge-influenced alternative rock song by Australian band Silverchair, known for its heavy riffs and angsty lyrics.
  • D. Freakin Out
    "Freakin Out" is a high-energy proto-punk song by the Detroit band Death, featured on their influential 1970s album *…For the Whole World to See*.
  • E. Freak Nasty
    "Freak Nasty" is a sexually confident, hard-hitting hip-hop track by Megan Thee Stallion from her "Tina Snow" era, showcasing her bold lyrics and assertive persona.
  • 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: Freak Hoe
Triple: [DS2, hasPart, Freak Hoe]
Generated description
"Freak Hoe" is a sexually explicit trap-influenced track by Future from his critically acclaimed 2015 album DS2.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freak Hoe
Target entity description: "Freak Hoe" is a sexually explicit trap-influenced track by Future from his critically acclaimed 2015 album DS2.
  • A. 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.
  • B. Freak
    "Freak" is a track from Demi Lovato’s rock-influenced album "HOLY FVCK," showcasing a heavier sound and more confrontational lyrical style.
  • C. Freak
    "Freak" is a 1997 grunge-influenced alternative rock song by Australian band Silverchair, known for its heavy riffs and angsty lyrics.
  • D. Freakin Out
    "Freakin Out" is a high-energy proto-punk song by the Detroit band Death, featured on their influential 1970s album *…For the Whole World to See*.
  • E. Freak Nasty
    "Freak Nasty" is a sexually confident, hard-hitting hip-hop track by Megan Thee Stallion from her "Tina Snow" era, showcasing her bold lyrics and assertive persona.
  • 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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f194c9f33c819082ef6b380fc594dd completed April 29, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f7050388190a0848037c96049c0 completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c405be1188190b6622665e448bbe7 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40bece448190bb9fd1a3058a1f06 completed May 19, 2026, 10:51 a.m.
Created at: April 17, 2026, 4:11 p.m.