Triple
T9714717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graham Nash |
E235110
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Marrakesh Express
Marrakesh Express is a 1969 folk-rock song by Crosby, Stills & Nash, written by Graham Nash and inspired by his train journey to Marrakech, Morocco.
|
E817041
|
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: Marrakesh Express | Statement: [Graham Nash, notableWork, Marrakesh Express]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marrakesh Express Context triple: [Graham Nash, notableWork, Marrakesh Express]
-
A.
Casablanca Tramway
Casablanca Tramway is a modern light rail transit system serving Morocco’s largest city, providing key urban and suburban connections across Casablanca.
-
B.
Orient Express
The Orient Express is a legendary long-distance luxury passenger train service that historically connected Western and Eastern Europe and became famous through its appearances in literature and film.
-
C.
Marrakesh-Safi
Marrakesh-Safi is an administrative region in central-western Morocco known for the historic city of Marrakesh and its Atlantic coastline around Safi.
-
D.
Road to Morocco
Road to Morocco is a 1942 musical comedy film in the "Road to..." series, starring Bing Crosby and Bob Hope as two drifters who stumble into comic adventures in a fictional North African kingdom.
-
E.
Serengeti Express
Serengeti Express is a scenic narrow-gauge railway attraction that transports guests through the African-themed savanna areas of Busch Gardens Tampa Bay.
- 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: Marrakesh Express Triple: [Graham Nash, notableWork, Marrakesh Express]
Generated description
Marrakesh Express is a 1969 folk-rock song by Crosby, Stills & Nash, written by Graham Nash and inspired by his train journey to Marrakech, Morocco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marrakesh Express Target entity description: Marrakesh Express is a 1969 folk-rock song by Crosby, Stills & Nash, written by Graham Nash and inspired by his train journey to Marrakech, Morocco.
-
A.
Casablanca Tramway
Casablanca Tramway is a modern light rail transit system serving Morocco’s largest city, providing key urban and suburban connections across Casablanca.
-
B.
Orient Express
The Orient Express is a legendary long-distance luxury passenger train service that historically connected Western and Eastern Europe and became famous through its appearances in literature and film.
-
C.
Marrakesh-Safi
Marrakesh-Safi is an administrative region in central-western Morocco known for the historic city of Marrakesh and its Atlantic coastline around Safi.
-
D.
Road to Morocco
Road to Morocco is a 1942 musical comedy film in the "Road to..." series, starring Bing Crosby and Bob Hope as two drifters who stumble into comic adventures in a fictional North African kingdom.
-
E.
Serengeti Express
Serengeti Express is a scenic narrow-gauge railway attraction that transports guests through the African-themed savanna areas of Busch Gardens Tampa Bay.
- 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_69ca84cd8fa0819090a5e243ceb37003 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9e0a1b548190b34c8571751ca1d3 |
completed | April 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19f900ca08190a52f042feab2afa3 |
completed | April 4, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69d1a181f10081908bfb0fae5a08462f |
completed | April 4, 2026, 11:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a228b8488190a5a61f3468e92649 |
completed | April 4, 2026, 11:43 p.m. |
Created at: March 30, 2026, 8:19 p.m.