Triple

T14447133
Position Surface form Disambiguated ID Type / Status
Subject Xindong Wu E358236 entity
Predicate hasEditorialWork P114311 FINISHED
Object Knowledge and Information Systems journal
Knowledge and Information Systems is an international peer-reviewed journal that publishes research on knowledge discovery, data mining, and the management and retrieval of information in complex systems.
E1099623 NE FINISHED

How this triple was built (5 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: Knowledge and Information Systems journal | Statement: [Xindong Wu, hasEditorialWork, Knowledge and Information Systems journal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knowledge and Information Systems journal
Context triple: [Xindong Wu, hasEditorialWork, Knowledge and Information Systems journal]
  • A. ACM Transactions on Knowledge Discovery from Data
    ACM Transactions on Knowledge Discovery from Data is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in data mining, knowledge discovery, and related areas of data science and machine learning.
  • B. Information Systems Research
    Information Systems Research is a leading peer-reviewed academic journal focusing on the study and advancement of information systems and their impact on organizations and society.
  • C. Journal of Informetrics
    Journal of Informetrics is a peer-reviewed academic journal focusing on quantitative studies of information production, dissemination, and use, particularly in the fields of bibliometrics, scientometrics, and research evaluation.
  • D. ACM Transactions on Management Information Systems
    ACM Transactions on Management Information Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research at the intersection of information technology, management, and organizational systems.
  • E. ACM Transactions on Information Systems
    ACM Transactions on Information Systems is a peer-reviewed scholarly journal focusing on research in information retrieval, data management, and related areas of information systems.
  • 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: Knowledge and Information Systems journal
Triple: [Xindong Wu, hasEditorialWork, Knowledge and Information Systems journal]
Generated description
Knowledge and Information Systems is an international peer-reviewed journal that publishes research on knowledge discovery, data mining, and the management and retrieval of information in complex systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Knowledge and Information Systems journal
Target entity description: Knowledge and Information Systems is an international peer-reviewed journal that publishes research on knowledge discovery, data mining, and the management and retrieval of information in complex systems.
  • A. ACM Transactions on Knowledge Discovery from Data
    ACM Transactions on Knowledge Discovery from Data is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in data mining, knowledge discovery, and related areas of data science and machine learning.
  • B. Information Systems Research
    Information Systems Research is a leading peer-reviewed academic journal focusing on the study and advancement of information systems and their impact on organizations and society.
  • C. Journal of Informetrics
    Journal of Informetrics is a peer-reviewed academic journal focusing on quantitative studies of information production, dissemination, and use, particularly in the fields of bibliometrics, scientometrics, and research evaluation.
  • D. ACM Transactions on Management Information Systems
    ACM Transactions on Management Information Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research at the intersection of information technology, management, and organizational systems.
  • E. ACM Transactions on Information Systems
    ACM Transactions on Information Systems is a peer-reviewed scholarly journal focusing on research in information retrieval, data management, and related areas of information systems.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEditorialWork
Context triple: [Xindong Wu, hasEditorialWork, Knowledge and Information Systems journal]
  • A. hasEditorialMission
    Indicates that an entity maintains or follows a defined editorial mission or guiding editorial policy.
  • B. hasEditorialContent
    Indicates that an entity includes or is associated with editorially created or curated content, such as articles, commentary, or opinion pieces.
  • C. hasWorksAbout
    Indicates that one entity (such as a creator, collection, or source) includes or is associated with works whose subject or focus is another entity.
  • D. hasEditorialBoard
    Indicates that an entity (such as a publication or journal) is overseen or governed by a specific editorial board.
  • E. hasWrittenWorkType
    Indicates that an entity (typically a written work) is associated with a specific type or category of written work (such as novel, article, report, etc.).
  • F. None of above. chosen

Provenance (7 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9160126c8190a2862a1a3dde1aff completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdf451c8190baaa3f7500eaea16 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5c549f6c819085f8aad53d2a770f completed May 8, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd5cc9ec1c8190b761c9459ca0c52e completed May 8, 2026, 3:47 a.m.
PD Predicate disambiguation batch_69de5c3a02fc819097373f97a260cdeb completed April 14, 2026, 3:24 p.m.
PDg Predicate description generation batch_69de5fb4de14819092acdecbd201d672 completed April 14, 2026, 3:39 p.m.
Created at: April 10, 2026, 1:19 a.m.