Triple

T9592072
Position Surface form Disambiguated ID Type / Status
Subject Neil Armstrong-class oceanographic research ship E231444 entity
Predicate natoDesignation P6062 FINISHED
Object AGOR-27 class
The AGOR-27 class is a series of U.S. Navy oceanographic research vessels designed to support advanced marine science, surveying, and underwater research operations.
E809470 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: AGOR-27 class | Statement: [Neil Armstrong-class oceanographic research ship, natoDesignation, AGOR-27 class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AGOR-27 class
Context triple: [Neil Armstrong-class oceanographic research ship, natoDesignation, AGOR-27 class]
  • A. BB-34 class
    The BB-34 class, better known as the New York-class, was a pair of early 20th-century U.S. Navy dreadnought battleships that served through both World Wars.
  • B. Ranger class
    The Ranger class was a group of early U.S. Navy aircraft carriers that helped pioneer carrier design and operations before World War II.
  • C. CP-140 Aurora
    The CP-140 Aurora is a Canadian long-range maritime patrol and anti-submarine warfare aircraft based on the Lockheed P-3 Orion airframe and used primarily for surveillance and reconnaissance missions.
  • D. Grom-class destroyer
    The Grom-class destroyer was a group of modern, fast and heavily armed Polish Navy destroyers built in the late 1930s, noted for their significant firepower relative to their size.
  • E. Soviet Class A2
    Soviet Class A2 was a second-tier football league in the Soviet Union that functioned as the primary division below the top Soviet Championship League.
  • 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: AGOR-27 class
Triple: [Neil Armstrong-class oceanographic research ship, natoDesignation, AGOR-27 class]
Generated description
The AGOR-27 class is a series of U.S. Navy oceanographic research vessels designed to support advanced marine science, surveying, and underwater research operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AGOR-27 class
Target entity description: The AGOR-27 class is a series of U.S. Navy oceanographic research vessels designed to support advanced marine science, surveying, and underwater research operations.
  • A. BB-34 class
    The BB-34 class, better known as the New York-class, was a pair of early 20th-century U.S. Navy dreadnought battleships that served through both World Wars.
  • B. Ranger class
    The Ranger class was a group of early U.S. Navy aircraft carriers that helped pioneer carrier design and operations before World War II.
  • C. CP-140 Aurora
    The CP-140 Aurora is a Canadian long-range maritime patrol and anti-submarine warfare aircraft based on the Lockheed P-3 Orion airframe and used primarily for surveillance and reconnaissance missions.
  • D. Grom-class destroyer
    The Grom-class destroyer was a group of modern, fast and heavily armed Polish Navy destroyers built in the late 1930s, noted for their significant firepower relative to their size.
  • E. Soviet Class A2
    Soviet Class A2 was a second-tier football league in the Soviet Union that functioned as the primary division below the top Soviet Championship League.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a11ec7081908dc580de2f369706 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.
Created at: March 30, 2026, 8:06 p.m.