Triple

T10404815
Position Surface form Disambiguated ID Type / Status
Subject Ab-Soul E245233 entity
Predicate notableWork P4 FINISHED
Object Do What Thou Wilt.
"Do What Thou Wilt." is a studio album by American rapper Ab-Soul known for its dense lyricism, philosophical themes, and experimental approach to hip-hop.
E861808 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: Do What Thou Wilt. | Statement: [Ab-Soul, notableWork, Do What Thou Wilt.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Do What Thou Wilt.
Context triple: [Ab-Soul, notableWork, Do What Thou Wilt.]
  • A. Thou Shalt Not
    Thou Shalt Not is a Broadway musical, directed and choreographed by Susan Stroman, loosely based on Émile Zola’s novel "Thérèse Raquin."
  • B. Do With Me What You Will
    Do With Me What You Will is a 1973 novel by Joyce Carol Oates that explores complex themes of love, power, and moral ambiguity within a troubled marriage and the legal world.
  • C. Do or Die
    "Do or Die" is the historic call to action issued by Mahatma Gandhi during the Quit India Movement of 1942, urging Indians to fight for complete independence from British rule with unwavering resolve.
  • D. Do or Die
    Do or Die is a Chicago-based hip hop group known for its smooth, fast-paced rap style and collaborations with fellow Chicago rapper Twista.
  • E. “Do What You Do”
    “Do What You Do” is a 1984 R&B ballad by Jermaine Jackson, best known for its smooth, romantic style and memorable music video set in a film noir atmosphere.
  • 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: Do What Thou Wilt.
Triple: [Ab-Soul, notableWork, Do What Thou Wilt.]
Generated description
"Do What Thou Wilt." is a studio album by American rapper Ab-Soul known for its dense lyricism, philosophical themes, and experimental approach to hip-hop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Do What Thou Wilt.
Target entity description: "Do What Thou Wilt." is a studio album by American rapper Ab-Soul known for its dense lyricism, philosophical themes, and experimental approach to hip-hop.
  • A. Thou Shalt Not
    Thou Shalt Not is a Broadway musical, directed and choreographed by Susan Stroman, loosely based on Émile Zola’s novel "Thérèse Raquin."
  • B. Do With Me What You Will
    Do With Me What You Will is a 1973 novel by Joyce Carol Oates that explores complex themes of love, power, and moral ambiguity within a troubled marriage and the legal world.
  • C. Do or Die
    "Do or Die" is the historic call to action issued by Mahatma Gandhi during the Quit India Movement of 1942, urging Indians to fight for complete independence from British rule with unwavering resolve.
  • D. Do or Die
    Do or Die is a Chicago-based hip hop group known for its smooth, fast-paced rap style and collaborations with fellow Chicago rapper Twista.
  • E. “Do What You Do”
    “Do What You Do” is a 1984 R&B ballad by Jermaine Jackson, best known for its smooth, romantic style and memorable music video set in a film noir atmosphere.
  • 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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e5fb58819081d7d3e1dc625197 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbe721b48190a4fd0c1d839c580e completed April 9, 2026, 7:20 p.m.
NEDg Description generation batch_69d822d597088190bf3dca85e1ddb890 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859cc1aac8190ab232bb4e4e4fac1 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, 12:08 p.m.