Triple
T11194136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TransPennine Express Nova fleet |
E264876
|
entity |
| Predicate | usedOnRoute |
P21808
|
FINISHED |
| Object |
Manchester Airport – Newcastle
Manchester Airport – Newcastle is a key intercity rail route in northern England linking Manchester Airport with Newcastle upon Tyne.
|
E910885
|
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: Manchester Airport – Newcastle | Statement: [TransPennine Express Nova fleet, usedOnRoute, Manchester Airport – Newcastle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manchester Airport – Newcastle Context triple: [TransPennine Express Nova fleet, usedOnRoute, Manchester Airport – Newcastle]
-
A.
Durham Tees Valley Airport
Durham Tees Valley Airport is a regional airport in North East England serving the Teesside and County Durham area with domestic and limited international flights.
-
B.
London–Newcastle
London–Newcastle is a major intercity rail corridor in the United Kingdom linking the capital London with the city of Newcastle upon Tyne in northeast England.
-
C.
Teesside International Airport
Teesside International Airport is a regional airport in North East England serving the Teesside and County Durham area with domestic and limited international flights.
-
D.
Manchester Airport
Manchester Airport is a major international airport in North West England serving the Greater Manchester region and acting as a key hub for domestic and global flights.
-
E.
Manchester Airport
Manchester Airport is a former name of Manchester–Boston Regional Airport, a public airport serving the Manchester, New Hampshire area in the United States.
- 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: Manchester Airport – Newcastle Triple: [TransPennine Express Nova fleet, usedOnRoute, Manchester Airport – Newcastle]
Generated description
Manchester Airport – Newcastle is a key intercity rail route in northern England linking Manchester Airport with Newcastle upon Tyne.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manchester Airport – Newcastle Target entity description: Manchester Airport – Newcastle is a key intercity rail route in northern England linking Manchester Airport with Newcastle upon Tyne.
-
A.
Durham Tees Valley Airport
Durham Tees Valley Airport is a regional airport in North East England serving the Teesside and County Durham area with domestic and limited international flights.
-
B.
London–Newcastle
London–Newcastle is a major intercity rail corridor in the United Kingdom linking the capital London with the city of Newcastle upon Tyne in northeast England.
-
C.
Teesside International Airport
Teesside International Airport is a regional airport in North East England serving the Teesside and County Durham area with domestic and limited international flights.
-
D.
Manchester Airport
Manchester Airport is a major international airport in North West England serving the Greater Manchester region and acting as a key hub for domestic and global flights.
-
E.
Manchester Airport
Manchester Airport is a former name of Manchester–Boston Regional Airport, a public airport serving the Manchester, New Hampshire area in the United States.
- 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_69d6aa9eb9248190b20211772621b4bc |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8bf14e481908563b15790af4d20 |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e483f8ecf4819086f0bab3ca9ddcb4 |
completed | April 19, 2026, 7:27 a.m. |
| NEDg | Description generation | batch_69e4878971cc8190aaa1fe32b32925a8 |
completed | April 19, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4890e8ab881909c85593067041994 |
completed | April 19, 2026, 7:49 a.m. |
Created at: April 8, 2026, 9:29 p.m.