Triple
T9856875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prime Minister of the Government of National Accord |
E239608
|
entity |
| Predicate | negotiatedIn |
P9604
|
FINISHED |
| Object |
Skhirat, Morocco
Skhirat, Morocco is a coastal town near Rabat known for hosting key international diplomatic negotiations and political agreements.
|
E825687
|
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: Skhirat, Morocco | Statement: [Prime Minister of the Government of National Accord, negotiatedIn, Skhirat, Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skhirat, Morocco Context triple: [Prime Minister of the Government of National Accord, negotiatedIn, Skhirat, Morocco]
-
A.
Guelmim
Guelmim is a city in southern Morocco known as a gateway to the Sahara and a regional center for Saharan trade and culture.
-
B.
Souk El Had
Souk El Had is a large traditional market in Agadir, Morocco, known for its wide variety of local goods, produce, crafts, and textiles.
-
C.
Ait Menguellet
Ait Menguellet is a renowned Kabyle singer-songwriter and poet, celebrated for his influential role in Amazigh (Berber) music and cultural expression.
-
D.
Larache
Larache is a coastal city in northwestern Morocco, situated along the Atlantic Ocean and known for its historic medina and nearby ancient Phoenician-Roman archaeological site of Lixus.
-
E.
El Kseur
El Kseur is a town and commune in northern Algeria, situated in the Kabylie region within Béjaïa Province.
- 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: Skhirat, Morocco Triple: [Prime Minister of the Government of National Accord, negotiatedIn, Skhirat, Morocco]
Generated description
Skhirat, Morocco is a coastal town near Rabat known for hosting key international diplomatic negotiations and political agreements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skhirat, Morocco Target entity description: Skhirat, Morocco is a coastal town near Rabat known for hosting key international diplomatic negotiations and political agreements.
-
A.
Guelmim
Guelmim is a city in southern Morocco known as a gateway to the Sahara and a regional center for Saharan trade and culture.
-
B.
Souk El Had
Souk El Had is a large traditional market in Agadir, Morocco, known for its wide variety of local goods, produce, crafts, and textiles.
-
C.
Ait Menguellet
Ait Menguellet is a renowned Kabyle singer-songwriter and poet, celebrated for his influential role in Amazigh (Berber) music and cultural expression.
-
D.
Larache
Larache is a coastal city in northwestern Morocco, situated along the Atlantic Ocean and known for its historic medina and nearby ancient Phoenician-Roman archaeological site of Lixus.
-
E.
El Kseur
El Kseur is a town and commune in northern Algeria, situated in the Kabylie region within Béjaïa Province.
- 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_69ca84e6493081909cf58c8d42ea856b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb39864188190a2d8c0ee911f00c2 |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e43b2de881909e00f6701d1c7b54 |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e5204f748190b1f56ee5469828a2 |
completed | April 5, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e598243481909278cb3c911ce3db |
completed | April 5, 2026, 4:31 a.m. |
Created at: March 30, 2026, 8:35 p.m.