Triple

T6058720
Position Surface form Disambiguated ID Type / Status
Subject American Expeditionary Forces E134977 entity
Predicate headquartersLocation P62 FINISHED
Object Chaumont, France
Chaumont, France is a historic town in northeastern France known for its role as the World War I headquarters of the American Expeditionary Forces.
 E567046 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: Chaumont, France | Statement: [American Expeditionary Forces, headquartersLocation, Chaumont, France]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chaumont, France
Context triple: [American Expeditionary Forces, headquartersLocation, Chaumont, France]
  • A. Chatou, France
    Chatou, France is a suburban town on the River Seine near Paris, historically known as an artists’ retreat associated with Impressionist and Fauvist painters.
  • B. Fourchambault, France
    Fourchambault, France is a small industrial town in the Nièvre department of central France, historically known for its steelworks and metallurgical industry.
  • C. Neauphle-le-Château, France
    Neauphle-le-Château is a small village in northern France best known as the place where Iranian leader Ruhollah Khomeini lived in exile shortly before the 1979 Iranian Revolution.
  • D. Montlouis-sur-Loire, France
    Montlouis-sur-Loire is a commune in central France’s Loire Valley, known for its vineyards and historic châteaux along the Loire River.
  • E. Plessis-lès-Tours, France
    Plessis-lès-Tours is a historic locality near Tours in central France, notable as a former royal residence and the place where Saint Francis of Paola died.
  • 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: Chaumont, France
Triple: [American Expeditionary Forces, headquartersLocation, Chaumont, France]
Generated description
Chaumont, France is a historic town in northeastern France known for its role as the World War I headquarters of the American Expeditionary Forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chaumont, France
Target entity description: Chaumont, France is a historic town in northeastern France known for its role as the World War I headquarters of the American Expeditionary Forces.
  • A. Chatou, France
    Chatou, France is a suburban town on the River Seine near Paris, historically known as an artists’ retreat associated with Impressionist and Fauvist painters.
  • B. Fourchambault, France
    Fourchambault, France is a small industrial town in the Nièvre department of central France, historically known for its steelworks and metallurgical industry.
  • C. Neauphle-le-Château, France
    Neauphle-le-Château is a small village in northern France best known as the place where Iranian leader Ruhollah Khomeini lived in exile shortly before the 1979 Iranian Revolution.
  • D. Montlouis-sur-Loire, France
    Montlouis-sur-Loire is a commune in central France’s Loire Valley, known for its vineyards and historic châteaux along the Loire River.
  • E. Plessis-lès-Tours, France
    Plessis-lès-Tours is a historic locality near Tours in central France, notable as a former royal residence and the place where Saint Francis of Paola died.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0570e64408190ae7a2504f63bb58a completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d13627081908a4b1d758ecb8ddc completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11da387dc819088fc37ea1c3daed8 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e5efd848190adb834e42b4bdc9e completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:10 p.m.