Triple
T12883112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Porto Metro |
E308152
|
entity |
| Predicate | fareSystem |
P395
|
FINISHED |
| Object |
Andante
Andante is an integrated public transport ticketing and fare card system used across the Porto metropolitan area in Portugal.
|
E1009588
|
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: Andante | Statement: [Porto Metro, fareSystem, Andante]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andante Context triple: [Porto Metro, fareSystem, Andante]
-
A.
Moderato cantabile
Moderato cantabile is a 1958 novel by Marguerite Duras that blends minimalist prose and ambiguous relationships to explore desire, boredom, and social constraint in a provincial French town.
-
B.
Andante con moto, ma non troppo
"Andante con moto, ma non troppo" is the lyrical and moderately paced second movement of Beethoven’s String Quartet No. 13 in B-flat major, Op. 130.
-
C.
II. Andante con espressione
II. Andante con espressione is the lyrical slow movement of Scriabin’s Piano Sonata No. 2 in F-sharp minor, characterized by its expressive, song-like melodies and atmospheric, introspective mood.
-
D.
III. Andante elegiaco
III. Andante elegiaco is the slow, elegiac third movement of Tchaikovsky’s Third Symphony, noted for its lyrical melancholy and expressive orchestral writing.
-
E.
III. Adagio molto e cantabile
III. Adagio molto e cantabile is the serene, lyrical slow movement of Beethoven’s Ninth Symphony, renowned for its profound expressiveness and meditative beauty.
- 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: Andante Triple: [Porto Metro, fareSystem, Andante]
Generated description
Andante is an integrated public transport ticketing and fare card system used across the Porto metropolitan area in Portugal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andante Target entity description: Andante is an integrated public transport ticketing and fare card system used across the Porto metropolitan area in Portugal.
-
A.
Moderato cantabile
Moderato cantabile is a 1958 novel by Marguerite Duras that blends minimalist prose and ambiguous relationships to explore desire, boredom, and social constraint in a provincial French town.
-
B.
Andante con moto, ma non troppo
"Andante con moto, ma non troppo" is the lyrical and moderately paced second movement of Beethoven’s String Quartet No. 13 in B-flat major, Op. 130.
-
C.
II. Andante con espressione
II. Andante con espressione is the lyrical slow movement of Scriabin’s Piano Sonata No. 2 in F-sharp minor, characterized by its expressive, song-like melodies and atmospheric, introspective mood.
-
D.
III. Andante elegiaco
III. Andante elegiaco is the slow, elegiac third movement of Tchaikovsky’s Third Symphony, noted for its lyrical melancholy and expressive orchestral writing.
-
E.
III. Adagio molto e cantabile
III. Adagio molto e cantabile is the serene, lyrical slow movement of Beethoven’s Ninth Symphony, renowned for its profound expressiveness and meditative beauty.
- 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d970fd15888190baf90fc30f2a3e25 |
completed | April 10, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a5556fe081909ada9d491b21b17b |
completed | May 3, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69f6a616f6e4819096c9850434882548 |
completed | May 3, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a716bb2c81909dccc5ddbf3c92b5 |
completed | May 3, 2026, 1:38 a.m. |
Created at: April 9, 2026, 5:39 p.m.