Triple

T7423331
Position Surface form Disambiguated ID Type / Status
Subject SHACL E171301 entity
Predicate acronymFor P590 FINISHED
Object Shapes Constraint Language E171301 NE FINISHED

How this triple was built (2 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: Shapes Constraint Language | Statement: [SHACL, acronymFor, Shapes Constraint Language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shapes Constraint Language
Context triple: [SHACL, acronymFor, Shapes Constraint Language]
  • A. CFG
    CFG is the stock ticker symbol for Citizens Financial Group, a major U.S.-based regional bank holding company.
  • B. Satisfiability Modulo Theories (SMT)
    Satisfiability Modulo Theories (SMT) is a framework in computer science and mathematical logic for deciding the satisfiability of logical formulas with respect to background theories such as arithmetic, bit-vectors, arrays, and data types, widely used in verification, synthesis, and automated reasoning.
  • C. TLA+
    TLA+ is a formal specification language developed by Leslie Lamport for modeling and verifying concurrent and distributed systems using mathematical logic.
  • D. Mathematical Structures of Language
    Mathematical Structures of Language is a foundational work in mathematical linguistics that applies formal and algebraic methods to analyze the structure of natural languages.
  • E. SHACL chosen
    SHACL is a W3C standard language for validating RDF data against a set of constraints or shapes.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2eece588190905774e7151edcb8 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8277f749c8190a91f620c71c48433 completed March 28, 2026, 7:09 p.m.
Created at: March 27, 2026, 3:12 p.m.