Triple

T7896432
Position Surface form Disambiguated ID Type / Status
Subject ISO/IEC 25010 E183351 entity
Predicate relatedTo P37 FINISHED
Object ISO/IEC 25040
ISO/IEC 25040 is an international standard that defines the process and requirements for evaluating software product quality within the SQuaRE (Software product Quality Requirements and Evaluation) series.
 E700442 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: ISO/IEC 25040 | Statement: [ISO/IEC 25010, relatedTo, ISO/IEC 25040]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ISO/IEC 25040
Context triple: [ISO/IEC 25010, relatedTo, ISO/IEC 25040]
  • A. ISO/IEC 14652
    ISO/IEC 14652 is an international standard that defines guidelines and formats for locale data, including cultural conventions such as date, time, number, and currency representations in computing systems.
  • B. ISO/IEC 24748
    ISO/IEC 24748 is an international standard that provides guidance on the application and management of systems and software life cycle processes defined in standards such as ISO/IEC 15288.
  • C. ISO/IEC 14651
    ISO/IEC 14651 is an international standard that defines a universal method for ordering and comparing text strings (collation) across different languages and scripts.
  • D. ISO/IEC 15435
    ISO/IEC 15435 is an international standard developed by ISO/IEC for character encoding in information technology, particularly addressing specific coded character sets and their use in data interchange.
  • E. ISO/IEC 4873
    ISO/IEC 4873 is an international standard that defines a multi-byte character encoding structure for 8-bit coded character sets used in information interchange.
  • 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: ISO/IEC 25040
Triple: [ISO/IEC 25010, relatedTo, ISO/IEC 25040]
Generated description
ISO/IEC 25040 is an international standard that defines the process and requirements for evaluating software product quality within the SQuaRE (Software product Quality Requirements and Evaluation) series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ISO/IEC 25040
Target entity description: ISO/IEC 25040 is an international standard that defines the process and requirements for evaluating software product quality within the SQuaRE (Software product Quality Requirements and Evaluation) series.
  • A. ISO/IEC 14652
    ISO/IEC 14652 is an international standard that defines guidelines and formats for locale data, including cultural conventions such as date, time, number, and currency representations in computing systems.
  • B. ISO/IEC 24748
    ISO/IEC 24748 is an international standard that provides guidance on the application and management of systems and software life cycle processes defined in standards such as ISO/IEC 15288.
  • C. ISO/IEC 14651
    ISO/IEC 14651 is an international standard that defines a universal method for ordering and comparing text strings (collation) across different languages and scripts.
  • D. ISO/IEC 15435
    ISO/IEC 15435 is an international standard developed by ISO/IEC for character encoding in information technology, particularly addressing specific coded character sets and their use in data interchange.
  • E. ISO/IEC 4873
    ISO/IEC 4873 is an international standard that defines a multi-byte character encoding structure for 8-bit coded character sets used in information interchange.
  • 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_69ca828c474c8190a254d6499871eaff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a187a0081909a0c0822c6dab1da completed March 31, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bae4bdc8190be7db2ba3acb708a completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb7632cbbc819087107c8d2172a038 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb64eee408190a66cbd0cba3054b4 completed March 31, 2026, 11:55 a.m.
Created at: March 30, 2026, 5:01 p.m.