Triple

T15600022
Position Surface form Disambiguated ID Type / Status
Subject B-1B Lancer E375005 entity
Predicate avionicsUpgrade P5243 FINISHED
Object Conventional Mission Upgrade Program
The Conventional Mission Upgrade Program is a modernization initiative that enhances the B-1B Lancer bomber’s conventional combat capabilities through advanced avionics, weapons integration, and improved mission systems.
E1167336 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: Conventional Mission Upgrade Program | Statement: [B-1B Lancer, avionicsUpgrade, Conventional Mission Upgrade Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Conventional Mission Upgrade Program
Context triple: [B-1B Lancer, avionicsUpgrade, Conventional Mission Upgrade Program]
  • A. Special Mission Program
    The Special Mission Program is a U.S. Navy Military Sealift Command initiative that operates specialized ships to support oceanographic research, surveillance, missile tracking, and other highly technical maritime missions.
  • B. AS-90M Braveheart upgrade program
    The AS-90M Braveheart upgrade program is a British modernization initiative to enhance the AS-90 self-propelled howitzer with improved firepower, range, and battlefield capabilities.
  • C. 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.
  • D. Spartan-II program
    The Spartan-II program is a top-secret military initiative in the Halo universe that created genetically and cybernetically enhanced supersoldiers to serve as elite commandos for humanity.
  • E. Spartan-III program
    The Spartan-III program is a clandestine UNSC initiative in the Halo universe that creates cheaper, mass-produced supersoldiers from orphaned children for high-risk special operations against the Covenant.
  • 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: Conventional Mission Upgrade Program
Triple: [B-1B Lancer, avionicsUpgrade, Conventional Mission Upgrade Program]
Generated description
The Conventional Mission Upgrade Program is a modernization initiative that enhances the B-1B Lancer bomber’s conventional combat capabilities through advanced avionics, weapons integration, and improved mission systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Conventional Mission Upgrade Program
Target entity description: The Conventional Mission Upgrade Program is a modernization initiative that enhances the B-1B Lancer bomber’s conventional combat capabilities through advanced avionics, weapons integration, and improved mission systems.
  • A. Special Mission Program
    The Special Mission Program is a U.S. Navy Military Sealift Command initiative that operates specialized ships to support oceanographic research, surveillance, missile tracking, and other highly technical maritime missions.
  • B. AS-90M Braveheart upgrade program
    The AS-90M Braveheart upgrade program is a British modernization initiative to enhance the AS-90 self-propelled howitzer with improved firepower, range, and battlefield capabilities.
  • C. 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.
  • D. Spartan-II program
    The Spartan-II program is a top-secret military initiative in the Halo universe that created genetically and cybernetically enhanced supersoldiers to serve as elite commandos for humanity.
  • E. Spartan-III program
    The Spartan-III program is a clandestine UNSC initiative in the Halo universe that creates cheaper, mass-produced supersoldiers from orphaned children for high-risk special operations against the Covenant.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e621fc4819097e8e85e7ddfdc6c completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56cf8e5c8190bf13114ab0a834de completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff5acd35648190a204b78f7fb9619c completed May 9, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff5b3f71148190a96c6f396512c1fd completed May 9, 2026, 4:05 p.m.
Created at: April 10, 2026, 4:12 a.m.