Triple

T9312199
Position Surface form Disambiguated ID Type / Status
Subject Carter–Wegman MACs E224031 entity
Predicate influenced P9 FINISHED
Object VMAC
VMAC is a high-speed, universal-hash-based message authentication code designed for efficient, secure authentication on modern processors.
 E792086 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: VMAC | Statement: [Carter–Wegman MACs, influenced, VMAC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: VMAC
Context triple: [Carter–Wegman MACs, influenced, VMAC]
  • A. VMAC
    VMAC is the Virginia Mason Athletic Center, the Seattle Seahawks’ waterfront headquarters and primary training facility in Renton, Washington.
  • B. VMC
    VMC is the Venus Monitoring Camera, a wide-angle imaging instrument on the European Space Agency’s Venus Express spacecraft used to study Venus’s atmosphere and cloud dynamics.
  • C. VMU
    The VMU (Visual Memory Unit) is a memory card and secondary screen accessory for the Sega Dreamcast that provides game save storage and mini-game functionality.
  • D. Virtucon
    Virtucon is the fictional multinational conglomerate and front for Dr. Evil’s criminal organization in the Austin Powers film series.
  • E. VMW
    VMW is the stock ticker symbol for VMware, Inc., a leading provider of virtualization and cloud computing software and services.
  • 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: VMAC
Triple: [Carter–Wegman MACs, influenced, VMAC]
Generated description
VMAC is a high-speed, universal-hash-based message authentication code designed for efficient, secure authentication on modern processors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: VMAC
Target entity description: VMAC is a high-speed, universal-hash-based message authentication code designed for efficient, secure authentication on modern processors.
  • A. VMAC
    VMAC is the Virginia Mason Athletic Center, the Seattle Seahawks’ waterfront headquarters and primary training facility in Renton, Washington.
  • B. VMC
    VMC is the Venus Monitoring Camera, a wide-angle imaging instrument on the European Space Agency’s Venus Express spacecraft used to study Venus’s atmosphere and cloud dynamics.
  • C. VMU
    The VMU (Visual Memory Unit) is a memory card and secondary screen accessory for the Sega Dreamcast that provides game save storage and mini-game functionality.
  • D. Virtucon
    Virtucon is the fictional multinational conglomerate and front for Dr. Evil’s criminal organization in the Austin Powers film series.
  • E. VMW
    VMW is the stock ticker symbol for VMware, Inc., a leading provider of virtualization and cloud computing software and services.
  • 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_69ca8425f4fc81909c1c586e9a5b7530 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd20ae96e481909a1af9ea1c91f2b2 completed April 1, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0c797640c8190be003e321faf3b86 completed April 4, 2026, 8:11 a.m.
NEDg Description generation batch_69d0cb9605608190b0c5f7149b2194a9 completed April 4, 2026, 8:28 a.m.
NED2 Entity disambiguation (via description) batch_69d0cd0028048190a94cd7e8971f8940 completed April 4, 2026, 8:34 a.m.
Created at: March 30, 2026, 7:37 p.m.