Triple

T8967599
Position Surface form Disambiguated ID Type / Status
Subject UH-60 Black Hawk E214176 entity
Predicate variant P4680 FINISHED
Object UH-60M
The UH-60M is a modernized variant of the Black Hawk helicopter featuring upgraded avionics, more powerful engines, and enhanced performance and survivability for utility and assault missions.
E214176 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: UH-60M | Statement: [UH-60 Black Hawk, variant, UH-60M]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UH-60M
Context triple: [UH-60 Black Hawk, variant, UH-60M]
  • A. UH-60J
    The UH-60J is a Japanese search-and-rescue variant of the Sikorsky UH-60 Black Hawk helicopter, used primarily by Japan’s Self-Defense Forces for maritime and air rescue operations.
  • B. UH-60 Black Hawk
    The UH-60 Black Hawk is a versatile U.S. Army utility helicopter widely used for troop transport, medical evacuation, and air assault missions.
  • C. AH-6M
    The AH-6M is a modernized variant of the U.S. Army’s light attack and reconnaissance helicopter, optimized for special operations missions with advanced avionics and weapons systems.
  • D. HH-60 Pave Hawk
    The HH-60 Pave Hawk is a U.S. Air Force combat search-and-rescue helicopter, derived from the UH-60 Black Hawk and equipped for all-weather, long-range missions to recover personnel from hostile environments.
  • E. OH-23 Raven
    The OH-23 Raven is a light observation and utility helicopter used extensively by the U.S. Army during the Korean and Vietnam Wars for reconnaissance, liaison, and medical evacuation missions.
  • 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: UH-60M
Triple: [UH-60 Black Hawk, variant, UH-60M]
Generated description
The UH-60M is a modernized variant of the Black Hawk helicopter featuring upgraded avionics, more powerful engines, and enhanced performance and survivability for utility and assault missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UH-60M
Target entity description: The UH-60M is a modernized variant of the Black Hawk helicopter featuring upgraded avionics, more powerful engines, and enhanced performance and survivability for utility and assault missions.
  • A. UH-60J
    The UH-60J is a Japanese search-and-rescue variant of the Sikorsky UH-60 Black Hawk helicopter, used primarily by Japan’s Self-Defense Forces for maritime and air rescue operations.
  • B. UH-60 Black Hawk chosen
    The UH-60 Black Hawk is a versatile U.S. Army utility helicopter widely used for troop transport, medical evacuation, and air assault missions.
  • C. AH-6M
    The AH-6M is a modernized variant of the U.S. Army’s light attack and reconnaissance helicopter, optimized for special operations missions with advanced avionics and weapons systems.
  • D. HH-60 Pave Hawk
    The HH-60 Pave Hawk is a U.S. Air Force combat search-and-rescue helicopter, derived from the UH-60 Black Hawk and equipped for all-weather, long-range missions to recover personnel from hostile environments.
  • E. OH-23 Raven
    The OH-23 Raven is a light observation and utility helicopter used extensively by the U.S. Army during the Korean and Vietnam Wars for reconnaissance, liaison, and medical evacuation missions.
  • F. None of above.

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_69ca839dbf608190a2f5990477115d29 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc676389948190aa78fdf6a5ae74a5 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69d02fa2958881908575b7b1e9b40a5e completed April 3, 2026, 9:22 p.m.
NEDg Description generation batch_69d0316f47c88190920843b469d15069 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032778adc8190a087497507a6e1ca completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:01 p.m.