Triple

T4747345
Position Surface form Disambiguated ID Type / Status
Subject Merkle tree E105392 entity
Predicate hasVariant P455 FINISHED
Object sparse Merkle tree
A sparse Merkle tree is a cryptographic data structure that represents a very large, mostly empty key space using a fixed-depth Merkle tree, enabling efficient proofs of both membership and non-membership.
E105392 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: sparse Merkle tree | Statement: [Merkle tree, hasVariant, sparse Merkle tree]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: sparse Merkle tree
Context triple: [Merkle tree, hasVariant, sparse Merkle tree]
  • A. Merkle tree
    A Merkle tree is a cryptographic data structure that uses a tree of hash values to efficiently and securely verify the integrity and consistency of large sets of data.
  • B. Merkle
    Merkle is a surname most prominently associated with Ralph Merkle, a pioneering computer scientist and cryptographer known for his foundational work in public-key cryptography and Merkle trees.
  • C. Merkle–Damgård construction
    The Merkle–Damgård construction is a fundamental method for building collision-resistant cryptographic hash functions from fixed-size compression functions, used in many classic hash algorithms like MD5 and SHA-1.
  • D. 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.
  • E. Verifiable Random Function
    A Verifiable Random Function (VRF) is a cryptographic primitive that produces pseudo-random outputs along with proofs that anyone can verify to confirm the outputs were correctly generated from a given input and secret key.
  • 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: sparse Merkle tree
Triple: [Merkle tree, hasVariant, sparse Merkle tree]
Generated description
A sparse Merkle tree is a cryptographic data structure that represents a very large, mostly empty key space using a fixed-depth Merkle tree, enabling efficient proofs of both membership and non-membership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: sparse Merkle tree
Target entity description: A sparse Merkle tree is a cryptographic data structure that represents a very large, mostly empty key space using a fixed-depth Merkle tree, enabling efficient proofs of both membership and non-membership.
  • A. Merkle tree chosen
    A Merkle tree is a cryptographic data structure that uses a tree of hash values to efficiently and securely verify the integrity and consistency of large sets of data.
  • B. Merkle
    Merkle is a surname most prominently associated with Ralph Merkle, a pioneering computer scientist and cryptographer known for his foundational work in public-key cryptography and Merkle trees.
  • C. Merkle–Damgård construction
    The Merkle–Damgård construction is a fundamental method for building collision-resistant cryptographic hash functions from fixed-size compression functions, used in many classic hash algorithms like MD5 and SHA-1.
  • D. 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.
  • E. Verifiable Random Function
    A Verifiable Random Function (VRF) is a cryptographic primitive that produces pseudo-random outputs along with proofs that anyone can verify to confirm the outputs were correctly generated from a given input and secret key.
  • 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64c3fcb081909b1fe867b4adac8b completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a46fd608190a81b13d0f687d4ed completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3bae1f488190a3ed533ae2b50ce0 completed March 21, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_69be3c35a3e0819083f062cb7b10cced completed March 21, 2026, 6:35 a.m.
Created at: March 20, 2026, 1:20 p.m.