Triple
T1780846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airbus Helicopters |
E39286
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object |
Marignane, France
Marignane, France is a commune in the Bouches-du-Rhône department in southern France, known as a major hub of the aerospace and helicopter industry.
|
E199900
|
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: Marignane, France | Statement: [Airbus Helicopters, headquartersLocation, Marignane, France]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marignane, France Context triple: [Airbus Helicopters, headquartersLocation, Marignane, France]
-
A.
Saint-Raphaël, Var, France
Saint-Raphaël is a Mediterranean seaside resort town on the French Riviera in the Var department of southeastern France, known for its beaches, coastal scenery, and Belle Époque architecture.
-
B.
Saintes-Maries-de-la-Mer
Saintes-Maries-de-la-Mer is a coastal town in southern France known as a pilgrimage site and seaside resort at the edge of the Camargue wetlands.
-
C.
Pontivy, France
Pontivy is a historic town in the Morbihan department of Brittany in northwestern France, known for its medieval and Napoleonic heritage along the Blavet River.
-
D.
Aubagne, France
Aubagne, France is a town in the Provence-Alpes-Côte d'Azur region near Marseille, known for its military significance, traditional ceramics, and as the birthplace of writer and filmmaker Marcel Pagnol.
-
E.
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.
- 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: Marignane, France Triple: [Airbus Helicopters, headquartersLocation, Marignane, France]
Generated description
Marignane, France is a commune in the Bouches-du-Rhône department in southern France, known as a major hub of the aerospace and helicopter industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marignane, France Target entity description: Marignane, France is a commune in the Bouches-du-Rhône department in southern France, known as a major hub of the aerospace and helicopter industry.
-
A.
Saint-Raphaël, Var, France
Saint-Raphaël is a Mediterranean seaside resort town on the French Riviera in the Var department of southeastern France, known for its beaches, coastal scenery, and Belle Époque architecture.
-
B.
Saintes-Maries-de-la-Mer
Saintes-Maries-de-la-Mer is a coastal town in southern France known as a pilgrimage site and seaside resort at the edge of the Camargue wetlands.
-
C.
Pontivy, France
Pontivy is a historic town in the Morbihan department of Brittany in northwestern France, known for its medieval and Napoleonic heritage along the Blavet River.
-
D.
Aubagne, France
Aubagne, France is a town in the Provence-Alpes-Côte d'Azur region near Marseille, known for its military significance, traditional ceramics, and as the birthplace of writer and filmmaker Marcel Pagnol.
-
E.
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.
- 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_69a88630519c8190a17addd83c4a3ef4 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa64e22d6881909ba6ec120b320918 |
completed | March 6, 2026, 5:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada99f52a08190854109d152c22be0 |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adab04b5688190afb3418e9b9da845 |
completed | March 8, 2026, 4:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaeaf81e881908f99f5d948e3557b |
completed | March 8, 2026, 5:15 p.m. |
Created at: March 4, 2026, 7:31 p.m.