Triple
T1467741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keolis |
E27063
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Via GTI
Via GTI was a French public transport operator that managed bus and coach services before being succeeded by Keolis.
|
E166773
|
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: Via GTI | Statement: [Keolis, predecessor, Via GTI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Via GTI Context triple: [Keolis, predecessor, Via GTI]
-
A.
Geiger Grade Road
Geiger Grade Road is a historic mountain route in Nevada that winds through the Virginia Range, connecting Reno with the former mining town of Virginia City.
-
B.
Layer Road
Layer Road was a historic football ground in Colchester, England, best known as the long-time home of Colchester United before the club moved to a new stadium.
-
C.
Cesen Route
The Cesen Route is a classic alpine climbing line on K2, known for its relatively direct but still highly demanding ascent on the mountain’s southeastern side.
-
D.
Wawona Road
Wawona Road is a major scenic highway in Yosemite National Park that connects the park’s South Entrance to Yosemite Valley, offering access to key landmarks and viewpoints along the way.
-
E.
Croton Expressway
The Croton Expressway is a highway in New York State that runs through the Hudson Valley, providing regional connectivity near the New Croton Reservoir.
- 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: Via GTI Triple: [Keolis, predecessor, Via GTI]
Generated description
Via GTI was a French public transport operator that managed bus and coach services before being succeeded by Keolis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Via GTI Target entity description: Via GTI was a French public transport operator that managed bus and coach services before being succeeded by Keolis.
-
A.
Geiger Grade Road
Geiger Grade Road is a historic mountain route in Nevada that winds through the Virginia Range, connecting Reno with the former mining town of Virginia City.
-
B.
Layer Road
Layer Road was a historic football ground in Colchester, England, best known as the long-time home of Colchester United before the club moved to a new stadium.
-
C.
Cesen Route
The Cesen Route is a classic alpine climbing line on K2, known for its relatively direct but still highly demanding ascent on the mountain’s southeastern side.
-
D.
Wawona Road
Wawona Road is a major scenic highway in Yosemite National Park that connects the park’s South Entrance to Yosemite Valley, offering access to key landmarks and viewpoints along the way.
-
E.
Croton Expressway
The Croton Expressway is a highway in New York State that runs through the Hudson Valley, providing regional connectivity near the New Croton Reservoir.
- 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_69a496d25d6881909dbd84f86d763992 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c5d70a948190b50a6c1b36abc740 |
completed | March 1, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0e7e7f848190a8abcb73e89e8e34 |
completed | March 8, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69ad0f0b145c8190b08af9a6a3325c23 |
completed | March 8, 2026, 5:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0f9380648190b4db1b9c92f37831 |
completed | March 8, 2026, 5:56 a.m. |
Created at: March 1, 2026, 8:01 p.m.