Triple

T3405853
Position Surface form Disambiguated ID Type / Status
Subject Ghostface Killah E71769 entity
Predicate notableAlbum P4 FINISHED
Object Bulletproof Wallets
Bulletproof Wallets is a studio album by Wu-Tang Clan member Ghostface Killah, known for its soulful production, storytelling lyrics, and collaborations with fellow Wu-Tang affiliates.
 E355830 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: Bulletproof Wallets | Statement: [Ghostface Killah, notableAlbum, Bulletproof Wallets]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bulletproof Wallets
Context triple: [Ghostface Killah, notableAlbum, Bulletproof Wallets]
  • A. Zcash
    Zcash is a privacy-focused cryptocurrency that uses zero-knowledge proofs to enable shielded, confidential transactions on a public blockchain.
  • B. Segregated Witness
    Segregated Witness is a Bitcoin protocol upgrade that separates signature data from transaction data to increase block capacity, improve scalability, and fix transaction malleability.
  • C. BitC
    BitC is a systems programming language designed for safety, low-level control, and formal verification, drawing on ideas from Modula-3 and capability-based security.
  • D. satoshi
    A satoshi is the smallest divisible unit of the cryptocurrency Bitcoin, representing one hundred millionth of a single bitcoin.
  • E. Merkle puzzles
    Merkle puzzles are an early cryptographic protocol that introduced the concept of public-key exchange by allowing two parties to establish a shared secret over an insecure channel using computationally asymmetric “puzzle” problems.
  • 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: Bulletproof Wallets
Triple: [Ghostface Killah, notableAlbum, Bulletproof Wallets]
Generated description
Bulletproof Wallets is a studio album by Wu-Tang Clan member Ghostface Killah, known for its soulful production, storytelling lyrics, and collaborations with fellow Wu-Tang affiliates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bulletproof Wallets
Target entity description: Bulletproof Wallets is a studio album by Wu-Tang Clan member Ghostface Killah, known for its soulful production, storytelling lyrics, and collaborations with fellow Wu-Tang affiliates.
  • A. Zcash
    Zcash is a privacy-focused cryptocurrency that uses zero-knowledge proofs to enable shielded, confidential transactions on a public blockchain.
  • B. Segregated Witness
    Segregated Witness is a Bitcoin protocol upgrade that separates signature data from transaction data to increase block capacity, improve scalability, and fix transaction malleability.
  • C. BitC
    BitC is a systems programming language designed for safety, low-level control, and formal verification, drawing on ideas from Modula-3 and capability-based security.
  • D. satoshi
    A satoshi is the smallest divisible unit of the cryptocurrency Bitcoin, representing one hundred millionth of a single bitcoin.
  • E. Merkle puzzles
    Merkle puzzles are an early cryptographic protocol that introduced the concept of public-key exchange by allowing two parties to establish a shared secret over an insecure channel using computationally asymmetric “puzzle” problems.
  • 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_69ad85aac4808190a092c9cc8911f584 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8ec68c88190913df5f6cafad9e9 completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bd8c0ec8190bd44d33fc031c845 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34fbd85f081908dc7121e7f68a838 completed March 12, 2026, 11:43 p.m.
NED2 Entity disambiguation (via description) batch_69b350f1d2988190990417816bf5f028 completed March 12, 2026, 11:49 p.m.
Created at: March 8, 2026, 3:15 p.m.