Triple

T2752626
Position Surface form Disambiguated ID Type / Status
Subject ACM Transactions on Evolutionary Learning and Optimization E61022 entity
Predicate hasAbbreviation P43 FINISHED
Object ACM TELO
ACM TELO is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in evolutionary computation, machine learning, and optimization.
E294932 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: ACM TELO | Statement: [ACM Transactions on Evolutionary Learning and Optimization, hasAbbreviation, ACM TELO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ACM TELO
Context triple: [ACM Transactions on Evolutionary Learning and Optimization, hasAbbreviation, ACM TELO]
  • A. ACM
    ACM is an abbreviation commonly used to refer to Alarm Communication Management, a system or framework for handling and coordinating alarm-related communications.
  • B. ACM
    ACM is a senior four-star air officer rank used in several air forces, typically held by the professional head of the service.
  • C. ACM
    ACM is the commonly used abbreviation for the Appellate Court of Maryland, an intermediate appellate court in the Maryland state judiciary.
  • D. ATCM
    ATCM is the acronym for the Antarctic Treaty Consultative Meetings, the primary international forum where parties to the Antarctic Treaty discuss and decide on issues related to the governance and environmental protection of Antarctica.
  • E. Communications of the ACM
    Communications of the ACM is a leading peer-reviewed magazine that publishes articles and research on computer science and information technology for the global computing community.
  • 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: ACM TELO
Triple: [ACM Transactions on Evolutionary Learning and Optimization, hasAbbreviation, ACM TELO]
Generated description
ACM TELO is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in evolutionary computation, machine learning, and optimization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ACM TELO
Target entity description: ACM TELO is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in evolutionary computation, machine learning, and optimization.
  • A. ACM
    ACM is an abbreviation commonly used to refer to Alarm Communication Management, a system or framework for handling and coordinating alarm-related communications.
  • B. ACM
    ACM is a senior four-star air officer rank used in several air forces, typically held by the professional head of the service.
  • C. ACM
    ACM is the commonly used abbreviation for the Appellate Court of Maryland, an intermediate appellate court in the Maryland state judiciary.
  • D. ATCM
    ATCM is the acronym for the Antarctic Treaty Consultative Meetings, the primary international forum where parties to the Antarctic Treaty discuss and decide on issues related to the governance and environmental protection of Antarctica.
  • E. Communications of the ACM
    Communications of the ACM is a leading peer-reviewed magazine that publishes articles and research on computer science and information technology for the global computing community.
  • 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb6d08088190b489de15a120ba3f completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbd86ac88190a4aba335ef9942e4 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbc8415388190a39d459ff7a411e4 completed March 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69afbcc460b88190986844c39165ef14 completed March 10, 2026, 6:40 a.m.
Created at: March 6, 2026, 9:56 p.m.