Triple
T12814414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chaumont |
E306353
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Gare de Chaumont
Gare de Chaumont is the main railway station serving the town of Chaumont in northeastern France, providing regional and intercity train connections.
|
E1005623
|
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: Gare de Chaumont | Statement: [Chaumont, hasRailwayStation, Gare de Chaumont]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gare de Chaumont Context triple: [Chaumont, hasRailwayStation, Gare de Chaumont]
-
A.
Gare de Paray-le-Monial
Gare de Paray-le-Monial is the main railway station serving the town of Paray-le-Monial in the Saône-et-Loire department of eastern France.
-
B.
Gare de Clamecy
Gare de Clamecy is the main railway station serving the town of Clamecy in the Nièvre department of central France, providing regional train connections.
-
C.
Gare de Sens
Gare de Sens is the main railway station serving the town of Sens in north-central France, providing regional and intercity train connections.
-
D.
Viry-Châtillon station
Viry-Châtillon station is a suburban railway station in the southern outskirts of Paris, France, serving the commune of Viry-Châtillon on the regional RER network.
-
E.
Gagny station
Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
- 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: Gare de Chaumont Triple: [Chaumont, hasRailwayStation, Gare de Chaumont]
Generated description
Gare de Chaumont is the main railway station serving the town of Chaumont in northeastern France, providing regional and intercity train connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gare de Chaumont Target entity description: Gare de Chaumont is the main railway station serving the town of Chaumont in northeastern France, providing regional and intercity train connections.
-
A.
Gare de Paray-le-Monial
Gare de Paray-le-Monial is the main railway station serving the town of Paray-le-Monial in the Saône-et-Loire department of eastern France.
-
B.
Gare de Clamecy
Gare de Clamecy is the main railway station serving the town of Clamecy in the Nièvre department of central France, providing regional train connections.
-
C.
Gare de Sens
Gare de Sens is the main railway station serving the town of Sens in north-central France, providing regional and intercity train connections.
-
D.
Viry-Châtillon station
Viry-Châtillon station is a suburban railway station in the southern outskirts of Paris, France, serving the commune of Viry-Châtillon on the regional RER network.
-
E.
Gagny station
Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
- 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9beb30819097c256a5aab9a4c8 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ecc83b88190a6f1ab0bb1ebaf76 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f6930b96d08190b06ed5ee77e72ad8 |
completed | May 3, 2026, 12:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6938150608190a61206cefa3eca1e |
completed | May 3, 2026, 12:14 a.m. |
Created at: April 9, 2026, 5:31 p.m.