Triple

T9645160
Position Surface form Disambiguated ID Type / Status
Subject TAM medium tank E233174 entity
Predicate hasUpgrade P5357 FINISHED
Object 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.
E812134 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: TAM 2C modernization program | Statement: [TAM medium tank, hasUpgrade, TAM 2C modernization program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TAM 2C modernization program
Context triple: [TAM medium tank, hasUpgrade, TAM 2C modernization program]
  • A. 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.
  • B. 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.
  • C. KC-X program
    The KC-X program was a U.S. Air Force acquisition initiative to develop and procure a next-generation aerial refueling tanker to replace aging KC-135 aircraft.
  • D. 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.
  • E. V-22 Osprey program
    The V-22 Osprey program is the U.S. military’s development and acquisition effort for the tiltrotor aircraft that combines helicopter-like vertical takeoff and landing with airplane-like speed and range.
  • 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: TAM 2C modernization program
Triple: [TAM medium tank, hasUpgrade, TAM 2C modernization program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TAM 2C modernization program
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. KC-X program
    The KC-X program was a U.S. Air Force acquisition initiative to develop and procure a next-generation aerial refueling tanker to replace aging KC-135 aircraft.
  • D. 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.
  • E. V-22 Osprey program
    The V-22 Osprey program is the U.S. military’s development and acquisition effort for the tiltrotor aircraft that combines helicopter-like vertical takeoff and landing with airplane-like speed and range.
  • 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b7fd2308190803a196ecdc80d76 completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18258489081909f0b328e223777fc completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d1842a39ac8190a43323c29316df08 completed April 4, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69d1849df0a481908777fa263fe8bd10 completed April 4, 2026, 9:37 p.m.
Created at: March 30, 2026, 8:12 p.m.