Triple
T9489597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foch |
E228850
|
entity |
| Predicate | class |
P87
|
FINISHED |
| Object |
Clemenceau class
The Clemenceau class was a pair of French aircraft carriers built in the 1950s–60s that formed the core of France’s conventional naval aviation capability during the Cold War.
|
E806135
|
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: Clemenceau class | Statement: [Foch, class, Clemenceau class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clemenceau class Context triple: [Foch, class, Clemenceau class]
-
A.
submarine Le Redoutable
Submarine Le Redoutable is a decommissioned French nuclear ballistic missile submarine, now preserved as a museum ship and major attraction at the Cité de la Mer in Cherbourg.
-
B.
Tonnant-class ship of the line
The Tonnant-class ship of the line was a French class of powerful 80-gun sailing warships that served prominently during the late 18th and early 19th centuries, including in the Napoleonic Wars.
-
C.
Type 26 frigate
The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
-
D.
Type 23 frigates
Type 23 frigates are a class of Royal Navy warships designed primarily for anti-submarine warfare, also used in general-purpose roles such as escort duties and maritime security operations.
-
E.
La Fayette (R96)
La Fayette (R96) was a French Navy aircraft carrier, originally the U.S. light aircraft carrier USS Langley (CVL-27), that served France from the early Cold War era into the 1960s.
- 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: Clemenceau class Triple: [Foch, class, Clemenceau class]
Generated description
The Clemenceau class was a pair of French aircraft carriers built in the 1950s–60s that formed the core of France’s conventional naval aviation capability during the Cold War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clemenceau class Target entity description: The Clemenceau class was a pair of French aircraft carriers built in the 1950s–60s that formed the core of France’s conventional naval aviation capability during the Cold War.
-
A.
submarine Le Redoutable
Submarine Le Redoutable is a decommissioned French nuclear ballistic missile submarine, now preserved as a museum ship and major attraction at the Cité de la Mer in Cherbourg.
-
B.
Tonnant-class ship of the line
The Tonnant-class ship of the line was a French class of powerful 80-gun sailing warships that served prominently during the late 18th and early 19th centuries, including in the Napoleonic Wars.
-
C.
Type 26 frigate
The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
-
D.
Type 23 frigates
Type 23 frigates are a class of Royal Navy warships designed primarily for anti-submarine warfare, also used in general-purpose roles such as escort duties and maritime security operations.
-
E.
La Fayette (R96)
La Fayette (R96) was a French Navy aircraft carrier, originally the U.S. light aircraft carrier USS Langley (CVL-27), that served France from the early Cold War era into the 1960s.
- 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_69ca847424f081908180305555139f7a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd80c6f6bc8190aa09422508bd5d23 |
completed | April 1, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14bfc9c9c81909ee0a70c323949bf |
completed | April 4, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69d14f350d608190ae21ec119fc41208 |
completed | April 4, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14f8368b48190b518363d5df54631 |
completed | April 4, 2026, 5:50 p.m. |
Created at: March 30, 2026, 7:55 p.m.