Triple
T12251090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orléans tramway |
E291971
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
TAO Orléans transport network
The TAO Orléans transport network is the integrated public transit system serving the Orléans metropolitan area in France, encompassing trams, buses, and related mobility services.
|
E291971
|
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: TAO Orléans transport network | Statement: [Orléans tramway, partOf, TAO Orléans transport network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAO Orléans transport network Context triple: [Orléans tramway, partOf, TAO Orléans transport network]
-
A.
Orléans tramway
The Orléans tramway is a modern light rail system serving the city of Orléans, France, providing efficient urban and suburban public transportation.
-
B.
Clermont-Ferrand public transport network
The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
-
C.
Nantes tramway
The Nantes tramway is a modern light rail network in Nantes, France, that serves as a key component of the city's public transportation system.
-
D.
Troyes local bus network
The Troyes local bus network is the primary urban public transportation system serving the city of Troyes and its surrounding areas in northeastern France.
-
E.
Nantes Busway
Nantes Busway is a high-capacity bus rapid transit system in Nantes, France, designed to provide tram-like service with dedicated lanes and frequent operations.
- 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: TAO Orléans transport network Triple: [Orléans tramway, partOf, TAO Orléans transport network]
Generated description
The TAO Orléans transport network is the integrated public transit system serving the Orléans metropolitan area in France, encompassing trams, buses, and related mobility services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TAO Orléans transport network Target entity description: The TAO Orléans transport network is the integrated public transit system serving the Orléans metropolitan area in France, encompassing trams, buses, and related mobility services.
-
A.
Orléans tramway
chosen
The Orléans tramway is a modern light rail system serving the city of Orléans, France, providing efficient urban and suburban public transportation.
-
B.
Clermont-Ferrand public transport network
The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
-
C.
Nantes tramway
The Nantes tramway is a modern light rail network in Nantes, France, that serves as a key component of the city's public transportation system.
-
D.
Troyes local bus network
The Troyes local bus network is the primary urban public transportation system serving the city of Troyes and its surrounding areas in northeastern France.
-
E.
Nantes Busway
Nantes Busway is a high-capacity bus rapid transit system in Nantes, France, designed to provide tram-like service with dedicated lanes and frequent operations.
- F. None of above.
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_69d6ab67950c8190be08450a06228c4b |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cc6983c81909bf479d15879a357 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60abbf75c81908a25e1c0a4aee8c1 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60f2154c8819081f9cf6f51e5255b |
completed | May 2, 2026, 2:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60fe8c2ec8190af7c69dd17ea75fe |
completed | May 2, 2026, 2:53 p.m. |
Created at: April 8, 2026, 9:52 p.m.