Triple
T20941356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nantes bus network |
E515727
|
entity |
| Predicate | primaryHub |
P394
|
FINISHED |
| Object |
Haluchère-Batignolles
Haluchère-Batignolles is a major public transport interchange in Nantes, France, serving as a key node for buses and other urban transit connections.
|
E1457757
|
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: Haluchère-Batignolles | Statement: [Nantes bus network, primaryHub, Haluchère-Batignolles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Haluchère-Batignolles Context triple: [Nantes bus network, primaryHub, Haluchère-Batignolles]
-
A.
Marolles
Marolles is a historic working-class neighborhood in central Brussels known for its vibrant flea market, antique shops, and lively street culture.
-
B.
Clignancourt
Clignancourt is a northern Paris neighborhood known for its proximity to Montmartre and its famous flea market at Saint-Ouen.
-
C.
Batignolles
Batignolles is a Parisian neighborhood historically associated with avant-garde artists and writers, known for its village-like atmosphere, parks, and lively cultural scene.
-
D.
Clichy
Clichy is a suburban commune in the northwestern outskirts of Paris, France, known for its dense urban character and role as a residential and business hub.
-
E.
Châtillon–Montrouge
Châtillon–Montrouge is a Paris Métro station in the southern suburbs of Paris that serves as a key transport hub and interchange on the 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: Haluchère-Batignolles Triple: [Nantes bus network, primaryHub, Haluchère-Batignolles]
Generated description
Haluchère-Batignolles is a major public transport interchange in Nantes, France, serving as a key node for buses and other urban transit connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Haluchère-Batignolles Target entity description: Haluchère-Batignolles is a major public transport interchange in Nantes, France, serving as a key node for buses and other urban transit connections.
-
A.
Marolles
Marolles is a historic working-class neighborhood in central Brussels known for its vibrant flea market, antique shops, and lively street culture.
-
B.
Clignancourt
Clignancourt is a northern Paris neighborhood known for its proximity to Montmartre and its famous flea market at Saint-Ouen.
-
C.
Batignolles
Batignolles is a Parisian neighborhood historically associated with avant-garde artists and writers, known for its village-like atmosphere, parks, and lively cultural scene.
-
D.
Clichy
Clichy is a suburban commune in the northwestern outskirts of Paris, France, known for its dense urban character and role as a residential and business hub.
-
E.
Châtillon–Montrouge
Châtillon–Montrouge is a Paris Métro station in the southern suburbs of Paris that serves as a key transport hub and interchange on the 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_69e0b4fc13408190b06868df03c5c29b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6f955f0148190ae42278ad5c0f363 |
completed | April 21, 2026, 4:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a091fd8a17c819089f7af8ff6048ece |
completed | May 17, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_6a09210bde4c8190841af0f9a29ecdd9 |
completed | May 17, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09217fdcd08190bc41700ec09851e1 |
completed | May 17, 2026, 2:01 a.m. |
Created at: April 16, 2026, 12:50 p.m.