Triple

T15070298
Position Surface form Disambiguated ID Type / Status
Subject light cruiser Emden E379857 entity
Predicate isLeadShipOf P44837 FINISHED
Object Emden-class light cruisers
The Emden-class light cruisers were a class of German Kriegsmarine light cruisers built in the interwar period, known for their role in training, fleet service, and limited World War II operations.
E1137447 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: Emden-class light cruisers | Statement: [light cruiser Emden, isLeadShipOf, Emden-class light cruisers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emden-class light cruisers
Context triple: [light cruiser Emden, isLeadShipOf, Emden-class light cruisers]
  • A. Deutschland-class cruiser
    The Deutschland-class cruiser was a group of German warships built in the interwar period, often dubbed "pocket battleships" for their heavy armament on relatively small, fast hulls.
  • B. Lütjens-class destroyer
    The Lütjens-class destroyer was a class of German Navy guided-missile destroyers based on the U.S. Charles F. Adams design and operated during the Cold War.
  • C. Seydlitz-class battlecruiser
    The Seydlitz-class battlecruiser was a proposed but never fully realized class of German Imperial Navy capital ships, conceptually based on and named after the battlecruiser SMS Seydlitz.
  • D. Scharnhorst-class armored cruiser
    The Scharnhorst-class armored cruiser was a pair of early 20th-century German Imperial Navy cruisers designed for long-range operations and fleet scouting, noted for their heavy armament and armor for their type.
  • E. Moltke-class battlecruiser
    The Moltke-class battlecruiser was a class of early 20th-century German Imperial Navy capital ships that combined heavy armament and relatively high speed, serving prominently during World War I.
  • 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: Emden-class light cruisers
Triple: [light cruiser Emden, isLeadShipOf, Emden-class light cruisers]
Generated description
The Emden-class light cruisers were a class of German Kriegsmarine light cruisers built in the interwar period, known for their role in training, fleet service, and limited World War II operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emden-class light cruisers
Target entity description: The Emden-class light cruisers were a class of German Kriegsmarine light cruisers built in the interwar period, known for their role in training, fleet service, and limited World War II operations.
  • A. Deutschland-class cruiser
    The Deutschland-class cruiser was a group of German warships built in the interwar period, often dubbed "pocket battleships" for their heavy armament on relatively small, fast hulls.
  • B. Lütjens-class destroyer
    The Lütjens-class destroyer was a class of German Navy guided-missile destroyers based on the U.S. Charles F. Adams design and operated during the Cold War.
  • C. Seydlitz-class battlecruiser
    The Seydlitz-class battlecruiser was a proposed but never fully realized class of German Imperial Navy capital ships, conceptually based on and named after the battlecruiser SMS Seydlitz.
  • D. Scharnhorst-class armored cruiser
    The Scharnhorst-class armored cruiser was a pair of early 20th-century German Imperial Navy cruisers designed for long-range operations and fleet scouting, noted for their heavy armament and armor for their type.
  • E. Moltke-class battlecruiser
    The Moltke-class battlecruiser was a class of early 20th-century German Imperial Navy capital ships that combined heavy armament and relatively high speed, serving prominently during World War I.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isLeadShipOf
Context triple: [light cruiser Emden, isLeadShipOf, Emden-class light cruisers]
  • A. classLeadShip chosen
    Indicates a leadership relationship where one entity serves as the leading or primary representative of a class, group, or category.
  • B. leadShip
    Indicates that one entity serves as the commander or person in charge of a ship belonging to or associated with another entity.
  • C. hasShipRole
    Indicates that an entity holds or is assigned a specific role or function on a ship.
  • D. statusOfLeadShip
    Indicates the current condition or state assigned to the primary or leading ship in a given context or operation.
  • E. leaderOfGroup
    Indicates that an entity holds a leadership role or primary authority over a particular group.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7f86df48190b3a2cf441fefb477 completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69feae11d6648190bc9b5d4f520d694b completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feafaefab0819083187c60cea2a0fb completed May 9, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69feb05a3a308190930594538d79722a completed May 9, 2026, 3:56 a.m.
PD Predicate disambiguation batch_69deb95a182081908fffc4402b02a394 completed April 14, 2026, 10:02 p.m.
Created at: April 10, 2026, 3:02 a.m.