Triple

T7899564
Position Surface form Disambiguated ID Type / Status
Subject Municode online library E183415 entity
Predicate isPartOf P10 FINISHED
Object Municode code publishing services
Municode code publishing services is a company that specializes in codifying, updating, and hosting municipal codes and ordinances for local governments through its online legal code library platform.
 E696542 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: Municode code publishing services | Statement: [Municode online library, isPartOf, Municode code publishing services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municode code publishing services
Context triple: [Municode online library, isPartOf, Municode code publishing services]
  • A. The Unicode Standard
    The Unicode Standard is a universal character encoding system that assigns unique code points to text and symbols from virtually all writing systems, enabling consistent digital representation and interchange of written language worldwide.
  • B. Unicode, Inc.
    Unicode, Inc. is the corporate name of the Unicode Consortium, the organization that develops and maintains the Unicode Standard for consistent text encoding across the world’s writing systems.
  • C. Coders’ Rights Project
    The Coders’ Rights Project is an Electronic Frontier Foundation initiative that defends the legal rights and security research freedoms of programmers, hackers, and technologists.
  • D. Scribe Publications
    Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
  • E. Social Code Book X
    Social Code Book X is a volume of Germany’s Social Code that regulates a specific area of the country’s social security and welfare system.
  • 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: Municode code publishing services
Triple: [Municode online library, isPartOf, Municode code publishing services]
Generated description
Municode code publishing services is a company that specializes in codifying, updating, and hosting municipal codes and ordinances for local governments through its online legal code library platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municode code publishing services
Target entity description: Municode code publishing services is a company that specializes in codifying, updating, and hosting municipal codes and ordinances for local governments through its online legal code library platform.
  • A. The Unicode Standard
    The Unicode Standard is a universal character encoding system that assigns unique code points to text and symbols from virtually all writing systems, enabling consistent digital representation and interchange of written language worldwide.
  • B. Unicode, Inc.
    Unicode, Inc. is the corporate name of the Unicode Consortium, the organization that develops and maintains the Unicode Standard for consistent text encoding across the world’s writing systems.
  • C. Coders’ Rights Project
    The Coders’ Rights Project is an Electronic Frontier Foundation initiative that defends the legal rights and security research freedoms of programmers, hackers, and technologists.
  • D. Scribe Publications
    Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
  • E. Social Code Book X
    Social Code Book X is a volume of Germany’s Social Code that regulates a specific area of the country’s social security and welfare system.
  • 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_69ca828d13088190b222be7aa9f9315c completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a3dc2208190a6fea93b60b8daca completed March 31, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bb719a08190a0545a361f559bf7 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5f1f864c819086d3a2b04061ead0 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb76aede388190a56e066c3302c35e completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:02 p.m.