Triple

T9592005
Position Surface form Disambiguated ID Type / Status
Subject T-AGOR-28 E231442 entity
Predicate classificationExpansion P39818 FINISHED
Object Auxiliary General Oceanographic Research
Auxiliary General Oceanographic Research (AGOR) is a U.S. Navy ship classification for vessels designed and equipped to support advanced oceanographic and marine scientific research.
E809468 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: Auxiliary General Oceanographic Research | Statement: [T-AGOR-28, classificationExpansion, Auxiliary General Oceanographic Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auxiliary General Oceanographic Research
Context triple: [T-AGOR-28, classificationExpansion, Auxiliary General Oceanographic Research]
  • A. R/V Marcus G. Langseth
    R/V Marcus G. Langseth is an oceanographic research vessel known for its advanced seismic and geophysical surveying capabilities used to study Earth's crust and marine environments.
  • B. 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.
  • C. 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.
  • D. R/V Conrad
    R/V Conrad was an oceanographic research vessel operated by Columbia University’s Lamont Geological Observatory, used extensively for marine geology and geophysics expeditions.
  • E. U.S. Academic Research Fleet
    The U.S. Academic Research Fleet is a collective of oceanographic research vessels operated by U.S. universities and research institutions to support marine and Earth science.
  • 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: Auxiliary General Oceanographic Research
Triple: [T-AGOR-28, classificationExpansion, Auxiliary General Oceanographic Research]
Generated description
Auxiliary General Oceanographic Research (AGOR) is a U.S. Navy ship classification for vessels designed and equipped to support advanced oceanographic and marine scientific research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auxiliary General Oceanographic Research
Target entity description: Auxiliary General Oceanographic Research (AGOR) is a U.S. Navy ship classification for vessels designed and equipped to support advanced oceanographic and marine scientific research.
  • A. R/V Marcus G. Langseth
    R/V Marcus G. Langseth is an oceanographic research vessel known for its advanced seismic and geophysical surveying capabilities used to study Earth's crust and marine environments.
  • B. 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.
  • C. 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.
  • D. R/V Conrad
    R/V Conrad was an oceanographic research vessel operated by Columbia University’s Lamont Geological Observatory, used extensively for marine geology and geophysics expeditions.
  • E. U.S. Academic Research Fleet
    The U.S. Academic Research Fleet is a collective of oceanographic research vessels operated by U.S. universities and research institutions to support marine and Earth science.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: classificationExpansion
Context triple: [T-AGOR-28, classificationExpansion, Auxiliary General Oceanographic Research]
  • A. classificationIntroduced
    Indicates that one entity has introduced or established a particular classification or categorization for another entity.
  • B. classificationTerm
    Indicates that one entity serves as a categorical label or type used to classify or group another entity.
  • C. expansionType chosen
    Indicates the specific manner or category by which something grows, extends, or increases in scope or size.
  • D. expands
    Indicates that one entity increases in size, volume, scope, or extent relative to a previous state or another entity.
  • E. classificationMayChange
    Indicates that the classification or category assigned to an entity is not fixed and can be updated or altered over time.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a10b85881908bfc783dcb7170aa completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1618dfb688190bddd93c51bb6df41 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d165c365988190a751703b631a66be completed April 4, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d16698b4ec8190b3b8a2432e65d8e8 completed April 4, 2026, 7:29 p.m.
PD Predicate disambiguation batch_69ccd5a359788190b24f82399489f7fe completed April 1, 2026, 8:21 a.m.
Created at: March 30, 2026, 8:06 p.m.