Triple

T3698034
Position Surface form Disambiguated ID Type / Status
Subject C-5 Galaxy E78504 entity
Predicate developedToReplace P29646 FINISHED
Object Douglas C-133 Cargomaster
The Douglas C-133 Cargomaster was a large, turboprop-powered U.S. military transport aircraft used primarily by the Air Force for heavy and outsized cargo airlift during the Cold War era.
E380642 NE FINISHED

How this triple was built (5 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: Douglas C-133 Cargomaster | Statement: [C-5 Galaxy, developedToReplace, Douglas C-133 Cargomaster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Douglas C-133 Cargomaster
Context triple: [C-5 Galaxy, developedToReplace, Douglas C-133 Cargomaster]
  • A. C-141 Starlifter
    The C-141 Starlifter is a retired U.S. Air Force strategic airlifter designed to rapidly transport troops, cargo, and equipment over long distances.
  • B. Boeing C‑97 Stratofreighter
    The Boeing C‑97 Stratofreighter is a post–World War II American long-range military transport aircraft derived from the B-29 bomber and used extensively for cargo and troop transport, as well as aerial refueling.
  • C. Fairchild C-82 Packet
    The Fairchild C-82 Packet was an American twin-boom, twin-engine military transport aircraft developed during World War II for cargo and paratroop operations.
  • D. Lockheed C-130 Hercules
    The Lockheed C-130 Hercules is a four‑engine turboprop military transport aircraft renowned worldwide for its versatility in tactical airlift, humanitarian missions, and special operations since the 1950s.
  • E. Convair 240
    The Convair 240 is a twin‑engine, pressurized short- to medium-haul airliner introduced in the late 1940s and widely used by airlines and military operators around the world.
  • 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: Douglas C-133 Cargomaster
Triple: [C-5 Galaxy, developedToReplace, Douglas C-133 Cargomaster]
Generated description
The Douglas C-133 Cargomaster was a large, turboprop-powered U.S. military transport aircraft used primarily by the Air Force for heavy and outsized cargo airlift during the Cold War era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Douglas C-133 Cargomaster
Target entity description: The Douglas C-133 Cargomaster was a large, turboprop-powered U.S. military transport aircraft used primarily by the Air Force for heavy and outsized cargo airlift during the Cold War era.
  • A. C-141 Starlifter
    The C-141 Starlifter is a retired U.S. Air Force strategic airlifter designed to rapidly transport troops, cargo, and equipment over long distances.
  • B. Boeing C‑97 Stratofreighter
    The Boeing C‑97 Stratofreighter is a post–World War II American long-range military transport aircraft derived from the B-29 bomber and used extensively for cargo and troop transport, as well as aerial refueling.
  • C. Fairchild C-82 Packet
    The Fairchild C-82 Packet was an American twin-boom, twin-engine military transport aircraft developed during World War II for cargo and paratroop operations.
  • D. Lockheed C-130 Hercules
    The Lockheed C-130 Hercules is a four‑engine turboprop military transport aircraft renowned worldwide for its versatility in tactical airlift, humanitarian missions, and special operations since the 1950s.
  • E. Convair 240
    The Convair 240 is a twin‑engine, pressurized short- to medium-haul airliner introduced in the late 1940s and widely used by airlines and military operators around the world.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developedToReplace
Context triple: [C-5 Galaxy, developedToReplace, Douglas C-133 Cargomaster]
  • A. placedBy
    Indicates that one entity was positioned, set, or put in a location or context by another entity.
  • B. partlyReplacedBy
    Indicates that one entity has been superseded or substituted in part, but not entirely, by another entity.
  • C. discontinuedInFavorOf
    Indicates that one thing has been stopped, ended, or phased out specifically so it can be replaced by another preferred alternative.
  • D. replacedWith chosen
    Indicates that one entity has been substituted or superseded by another entity, taking over its role, function, or position.
  • E. replacedSystemUsedUntil
    Indicates that one system was used up until it was replaced by another system.
  • F. None of above.

Provenance (6 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_69ad85e3b1888190abc983e06968696d completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc512ba188190a15bcacafac3f476 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3dbb7fc81909df2e7a4755cce28 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c7a89eac819090ce443784e1a326 completed March 14, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4c88111c08190b0c275898437fdab completed March 14, 2026, 2:31 a.m.
PD Predicate disambiguation batch_69adb84dc5808190850aa6975cb09e27 completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:26 p.m.