Triple

T10792578
Position Surface form Disambiguated ID Type / Status
Subject USS Leonard F. Mason E254617 entity
Predicate convertedUnder P28224 FINISHED
Object FRAM I modernization program
The FRAM I modernization program was a U.S. Navy initiative in the Cold War era to extensively upgrade World War II–era destroyers with improved anti-submarine warfare capabilities, sensors, and weapons systems.
E885397 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: FRAM I modernization program | Statement: [USS Leonard F. Mason, convertedUnder, FRAM I modernization program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FRAM I modernization program
Context triple: [USS Leonard F. Mason, convertedUnder, FRAM I modernization program]
  • A. TAM 2C modernization program
    The TAM 2C modernization program is an Argentine initiative to upgrade the TAM medium tank fleet with enhanced fire control, protection, and electronics to extend their operational life and combat effectiveness.
  • B. GUPPY modernization program
    The GUPPY modernization program was a U.S. Navy initiative that extensively upgraded World War II-era submarines with improved hull streamlining, batteries, and sonar to enhance their underwater performance during the early Cold War.
  • C. Midway modernization programs
    Midway modernization programs are a series of infrastructure and facility upgrades aimed at expanding capacity, improving passenger experience, and modernizing Chicago Midway International Airport.
  • D. Aurora Incremental Modernization Project
    The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
  • E. F-16 program
    The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
  • 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: FRAM I modernization program
Triple: [USS Leonard F. Mason, convertedUnder, FRAM I modernization program]
Generated description
The FRAM I modernization program was a U.S. Navy initiative in the Cold War era to extensively upgrade World War II–era destroyers with improved anti-submarine warfare capabilities, sensors, and weapons systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FRAM I modernization program
Target entity description: The FRAM I modernization program was a U.S. Navy initiative in the Cold War era to extensively upgrade World War II–era destroyers with improved anti-submarine warfare capabilities, sensors, and weapons systems.
  • A. TAM 2C modernization program
    The TAM 2C modernization program is an Argentine initiative to upgrade the TAM medium tank fleet with enhanced fire control, protection, and electronics to extend their operational life and combat effectiveness.
  • B. GUPPY modernization program
    The GUPPY modernization program was a U.S. Navy initiative that extensively upgraded World War II-era submarines with improved hull streamlining, batteries, and sonar to enhance their underwater performance during the early Cold War.
  • C. Midway modernization programs
    Midway modernization programs are a series of infrastructure and facility upgrades aimed at expanding capacity, improving passenger experience, and modernizing Chicago Midway International Airport.
  • D. Aurora Incremental Modernization Project
    The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
  • E. F-16 program
    The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f7ad408190af4727dd9d459498 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de564748ac8190beaaea44bb2d95ed completed April 14, 2026, 2:59 p.m.
NEDg Description generation batch_69de5eae7ab88190a0c512cfe61e3458 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de60907e1081908405b6d71adbd388 completed April 14, 2026, 3:43 p.m.
Created at: April 8, 2026, 9:17 p.m.