Triple

T4348674
Position Surface form Disambiguated ID Type / Status
Subject International Colloquium on Automata, Languages and Programming E97967 entity
Predicate proceedingsSeries P53844 FINISHED
Object Lecture Notes in Computer Science
Lecture Notes in Computer Science is a prominent Springer book series that publishes peer-reviewed conference proceedings and research monographs across all areas of computer science.
E433420 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: Lecture Notes in Computer Science | Statement: [International Colloquium on Automata, Languages and Programming, proceedingsSeries, Lecture Notes in Computer Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lecture Notes in Computer Science
Context triple: [International Colloquium on Automata, Languages and Programming, proceedingsSeries, Lecture Notes in Computer Science]
  • A. Information and Computation
    Information and Computation is a peer-reviewed scientific journal focusing on theoretical computer science, including areas such as algorithms, computational complexity, and formal methods.
  • B. ACM Guide to Computing Literature
    The ACM Guide to Computing Literature is a comprehensive bibliographic database that indexes and abstracts worldwide research publications in computer science and related fields.
  • C. ACM Transactions series
    The ACM Transactions series is a collection of peer-reviewed scholarly journals published by the Association for Computing Machinery, each focusing on a specific area of computer science and information technology research.
  • D. ACM Computing Surveys
    ACM Computing Surveys is a leading peer-reviewed journal that publishes comprehensive, in-depth survey articles covering major areas of computer science and computing research.
  • E. Proceedings of the IEEE Symposium on Logic in Computer Science
    Proceedings of the IEEE Symposium on Logic in Computer Science is a leading peer-reviewed conference publication featuring research at the intersection of logic and computer science, including areas such as formal methods, verification, and computational logic.
  • 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: Lecture Notes in Computer Science
Triple: [International Colloquium on Automata, Languages and Programming, proceedingsSeries, Lecture Notes in Computer Science]
Generated description
Lecture Notes in Computer Science is a prominent Springer book series that publishes peer-reviewed conference proceedings and research monographs across all areas of computer science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lecture Notes in Computer Science
Target entity description: Lecture Notes in Computer Science is a prominent Springer book series that publishes peer-reviewed conference proceedings and research monographs across all areas of computer science.
  • A. Information and Computation
    Information and Computation is a peer-reviewed scientific journal focusing on theoretical computer science, including areas such as algorithms, computational complexity, and formal methods.
  • B. ACM Guide to Computing Literature
    The ACM Guide to Computing Literature is a comprehensive bibliographic database that indexes and abstracts worldwide research publications in computer science and related fields.
  • C. ACM Transactions series
    The ACM Transactions series is a collection of peer-reviewed scholarly journals published by the Association for Computing Machinery, each focusing on a specific area of computer science and information technology research.
  • D. ACM Computing Surveys
    ACM Computing Surveys is a leading peer-reviewed journal that publishes comprehensive, in-depth survey articles covering major areas of computer science and computing research.
  • E. Proceedings of the IEEE Symposium on Logic in Computer Science
    Proceedings of the IEEE Symposium on Logic in Computer Science is a leading peer-reviewed conference publication featuring research at the intersection of logic and computer science, including areas such as formal methods, verification, and computational logic.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: proceedingsSeries
Context triple: [International Colloquium on Automata, Languages and Programming, proceedingsSeries, Lecture Notes in Computer Science]
  • A. proceedingsAre
    Indicates that certain events, actions, or legal steps constitute or are recognized as formal proceedings.
  • B. proceedingsIndexedIn
    Indicates that a set of proceedings is included and recorded in a specific indexing service or database.
  • C. coversProceedings
    Indicates that one entity reports on, documents, or provides coverage of a set of proceedings or events involving another entity.
  • D. publicationCollection chosen
    Indicates that one entity is a collection or grouping that contains or organizes multiple publication entities.
  • E. parallelConference
    Indicates that two or more conferences occur at the same time or overlap in schedule, running in parallel to each other.
  • F. None of above.

Provenance (6 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_69b34548402c819085ab68b27c235a87 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351a6e89c8190b9bf2cccb63839b3 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbad2f908190b5ee53bc7f2294c9 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dcbd1c588190b060e1b329092fa2 completed March 14, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b5dd25ea088190b55a10e11f5e7e1a completed March 14, 2026, 10:11 p.m.
PD Predicate disambiguation batch_69b34f4fe1c481908d6d66e15697c04b completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:15 p.m.