Triple
T6918029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Choisy-le-Roi |
E160112
|
entity |
| Predicate | hasTwinTown |
P919
|
FINISHED |
| Object |
M’diq
M’diq is a coastal town in northern Morocco known for its Mediterranean beaches and tourism.
|
E629742
|
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: M’diq | Statement: [Choisy-le-Roi, hasTwinTown, M’diq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M’diq Context triple: [Choisy-le-Roi, hasTwinTown, M’diq]
-
A.
Ghadamis
Ghadamis is an ancient oasis town in western Libya, renowned for its well-preserved traditional mud-brick architecture and status as a UNESCO World Heritage Site.
-
B.
Ghardaïa
Ghardaïa is a historic oasis city in northern Algeria, renowned for its distinctive Mozabite architecture and role as a cultural and commercial center of the M’zab Valley.
-
C.
Medina of Sfax
The Medina of Sfax is the historic walled old town of Sfax, Tunisia, known for its well-preserved traditional urban fabric, markets, and architecture dating back to the early Islamic period.
-
D.
Souk El Berka
Souk El Berka is a historic covered market in the medina of Tunis, traditionally known for its jewelry trade and distinctive architectural character.
-
E.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
- 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: M’diq Triple: [Choisy-le-Roi, hasTwinTown, M’diq]
Generated description
M’diq is a coastal town in northern Morocco known for its Mediterranean beaches and tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M’diq Target entity description: M’diq is a coastal town in northern Morocco known for its Mediterranean beaches and tourism.
-
A.
Ghadamis
Ghadamis is an ancient oasis town in western Libya, renowned for its well-preserved traditional mud-brick architecture and status as a UNESCO World Heritage Site.
-
B.
Ghardaïa
Ghardaïa is a historic oasis city in northern Algeria, renowned for its distinctive Mozabite architecture and role as a cultural and commercial center of the M’zab Valley.
-
C.
Medina of Sfax
The Medina of Sfax is the historic walled old town of Sfax, Tunisia, known for its well-preserved traditional urban fabric, markets, and architecture dating back to the early Islamic period.
-
D.
Souk El Berka
Souk El Berka is a historic covered market in the medina of Tunis, traditionally known for its jewelry trade and distinctive architectural character.
-
E.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
- 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_69c6883ab1008190a07129ff06f625d9 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9e17ea08190b8c4142af8adfba0 |
completed | March 27, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7512b39b081908370c43ed3d65829 |
completed | March 28, 2026, 3:55 a.m. |
| NEDg | Description generation | batch_69c7523737e48190b2ad3e7bea02878d |
completed | March 28, 2026, 3:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c752eb3e1c8190bad35727e573c41f |
completed | March 28, 2026, 4:02 a.m. |
Created at: March 27, 2026, 2:26 p.m.