Triple
T15527989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spanish railway network |
E369132
|
entity |
| Predicate | primaryHighSpeedBrand |
P35275
|
FINISHED |
| Object | AVE |
E590178
|
NE FINISHED |
How this triple was built (3 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: AVE | Statement: [Spanish railway network, primaryHighSpeedBrand, AVE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AVE Context triple: [Spanish railway network, primaryHighSpeedBrand, AVE]
-
A.
AVE
chosen
AVE is Spain’s high-speed rail service, connecting major cities like Madrid and Barcelona with fast, long-distance trains.
-
B.
AV
AV is the Italian vehicle registration code assigned to the province of Avellino in the Campania region.
-
C.
AV
AV is the two-letter IATA airline designator assigned to Avianca, the flag carrier of Colombia and one of Latin America’s largest airlines.
-
D.
AKE
AKE is the stock ticker symbol for Arkema, a global French specialty chemicals company listed on the Euronext Paris exchange.
-
E.
ATE
ATE is a U.S. National Science Foundation program that supports the education and training of technicians for advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryHighSpeedBrand Context triple: [Spanish railway network, primaryHighSpeedBrand, AVE]
-
A.
highSpeedBrand
Indicates that a brand is associated with operating or performing at high speed compared to typical or competing brands.
-
B.
isPremiumBrand
Indicates that a brand is classified as high-end or luxury, typically associated with superior quality, exclusivity, and higher price positioning compared to standard brands.
-
C.
parentBrand
Indicates that one brand is the overarching or owning brand from which another brand is derived or subordinated.
-
D.
favoriteBrand
Indicates that one entity is the preferred or most liked brand of another entity.
-
E.
primaryHighSpeedOperator
chosen
Indicates that an entity serves as the main operator responsible for providing high-speed service or functionality to another entity.
- F. None of above.
Provenance (4 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_69d85a1794cc8190b0b428716296e63e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0414620588190958ffde651ccab5f |
completed | April 16, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d598e6c8190870e9249197f5f53 |
completed | May 9, 2026, 1:57 p.m. |
| PD | Predicate disambiguation | batch_69ded28ab0588190a47a9090d1238707 |
completed | April 14, 2026, 11:49 p.m. |
Created at: April 10, 2026, 4:05 a.m.