Triple

T16040508
Position Surface form Disambiguated ID Type / Status
Subject ATAM E389080 entity
Predicate isRelatedTo P37 FINISHED
Object CBAM
CBAM (Convolutional Block Attention Module) is a lightweight neural network module that enhances convolutional feature representations by sequentially applying channel and spatial attention mechanisms.
 E1190736 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: CBAM | Statement: [ATAM, isRelatedTo, CBAM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CBAM
Context triple: [ATAM, isRelatedTo, CBAM]
  • A. CBM
    CBM is the Central Bank of Malta, the institution responsible for monetary policy, financial stability, and related central banking functions in Malta.
  • B. CBM
    CBM is the standard docking interface used on the International Space Station to connect U.S. and partner pressurized modules.
  • C. CBM
    CBM is the Central Bank of Myanmar, the country's primary monetary authority responsible for issuing currency and overseeing financial and banking stability.
  • D. CBM
    CBM is the IATA airport code for Columbus Air Force Base, a United States Air Force installation near Columbus, Mississippi.
  • E. BCAM
    BCAM (the Broad Contemporary Art Museum) is a major contemporary art building at the Los Angeles County Museum of Art that houses a significant collection of modern and contemporary works.
  • 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: CBAM
Triple: [ATAM, isRelatedTo, CBAM]
Generated description
CBAM (Convolutional Block Attention Module) is a lightweight neural network module that enhances convolutional feature representations by sequentially applying channel and spatial attention mechanisms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CBAM
Target entity description: CBAM (Convolutional Block Attention Module) is a lightweight neural network module that enhances convolutional feature representations by sequentially applying channel and spatial attention mechanisms.
  • A. CBM
    CBM is the Central Bank of Myanmar, the country's primary monetary authority responsible for issuing currency and overseeing financial and banking stability.
  • B. CBM
    CBM is the Central Bank of Malta, the institution responsible for monetary policy, financial stability, and related central banking functions in Malta.
  • C. CBM
    CBM is the IATA airport code for Columbus Air Force Base, a United States Air Force installation near Columbus, Mississippi.
  • D. CBM
    CBM is the standard docking interface used on the International Space Station to connect U.S. and partner pressurized modules.
  • E. BCAM
    BCAM (the Broad Contemporary Art Museum) is a major contemporary art building at the Los Angeles County Museum of Art that houses a significant collection of modern and contemporary works.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1833f84188190baa3a452df880284 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbd77c5481908644742a8a8f3e68 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdc4f3d488190a5d1bffd4432ac32 completed May 10, 2026, 1:15 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd0392e08190af42a0cdc5dd4c1f completed May 10, 2026, 1:18 a.m.
Created at: April 10, 2026, 4:56 a.m.