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.