Triple

T2081192
Position Surface form Disambiguated ID Type / Status
Subject USNS Sally Ride (T-AGOR-28) E45245 entity
Predicate shipClass P3141 FINISHED
Object Neil Armstrong-class oceanographic research ship
The Neil Armstrong-class oceanographic research ship is a class of modern U.S. Navy auxiliary vessels designed to support advanced oceanographic and atmospheric research missions.
E231444 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: Neil Armstrong-class oceanographic research ship | Statement: [USNS Sally Ride (T-AGOR-28), shipClass, Neil Armstrong-class oceanographic research ship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neil Armstrong-class oceanographic research ship
Context triple: [USNS Sally Ride (T-AGOR-28), shipClass, Neil Armstrong-class oceanographic research ship]
  • A. Hancock-class frigate
    The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
  • B. Drake-class cruiser
    The Drake-class cruiser was a group of large armored cruisers built for the British Royal Navy in the early 20th century, designed for long-range patrol and protection of maritime trade routes.
  • C. NOAA Ship Ronald H. Brown
    NOAA Ship Ronald H. Brown is a large, state-of-the-art oceanographic and atmospheric research vessel operated by the National Oceanic and Atmospheric Administration (NOAA).
  • D. NOAA Ship Oscar Dyson
    NOAA Ship Oscar Dyson is a modern fisheries and oceanographic research vessel operated by the National Oceanic and Atmospheric Administration (NOAA) to study marine ecosystems, fish stocks, and ocean conditions, primarily in Alaskan waters.
  • E. R/V Maurice Ewing
    R/V Maurice Ewing was a research vessel renowned for conducting global marine geophysical and oceanographic surveys, particularly in support of seismic and geological studies of the seafloor.
  • 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: Neil Armstrong-class oceanographic research ship
Triple: [USNS Sally Ride (T-AGOR-28), shipClass, Neil Armstrong-class oceanographic research ship]
Generated description
The Neil Armstrong-class oceanographic research ship is a class of modern U.S. Navy auxiliary vessels designed to support advanced oceanographic and atmospheric research missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neil Armstrong-class oceanographic research ship
Target entity description: The Neil Armstrong-class oceanographic research ship is a class of modern U.S. Navy auxiliary vessels designed to support advanced oceanographic and atmospheric research missions.
  • A. Hancock-class frigate
    The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
  • B. Drake-class cruiser
    The Drake-class cruiser was a group of large armored cruisers built for the British Royal Navy in the early 20th century, designed for long-range patrol and protection of maritime trade routes.
  • C. NOAA Ship Ronald H. Brown
    NOAA Ship Ronald H. Brown is a large, state-of-the-art oceanographic and atmospheric research vessel operated by the National Oceanic and Atmospheric Administration (NOAA).
  • D. NOAA Ship Oscar Dyson
    NOAA Ship Oscar Dyson is a modern fisheries and oceanographic research vessel operated by the National Oceanic and Atmospheric Administration (NOAA) to study marine ecosystems, fish stocks, and ocean conditions, primarily in Alaskan waters.
  • E. R/V Maurice Ewing
    R/V Maurice Ewing was a research vessel renowned for conducting global marine geophysical and oceanographic surveys, particularly in support of seismic and geological studies of the seafloor.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba35c2588190933dba882f52dd17 completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273ad87c8190a7b1407868692202 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27b2c9d08190b1950abd8d41d3b3 completed March 9, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae2817ce3c81908e48170760cf98ef completed March 9, 2026, 1:53 a.m.
Created at: March 4, 2026, 7:41 p.m.