Triple
T16562021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Casablanca city center |
E402361
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Casablanca Central Market
Casablanca Central Market is a historic covered marketplace in downtown Casablanca known for its vibrant stalls selling fresh seafood, produce, and local goods.
|
E1219162
|
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: Casablanca Central Market | Statement: [Casablanca city center, contains, Casablanca Central Market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Casablanca Central Market Context triple: [Casablanca city center, contains, Casablanca Central Market]
-
A.
Al-Qaisariyah market
Al-Qaisariyah market is a historic traditional souq in Hofuf, Saudi Arabia, renowned for its old-world architecture and bustling trade in local goods and handicrafts.
-
B.
Grand Bazaar
The Grand Bazaar is one of the world’s largest and oldest covered markets, famous for its maze-like alleys filled with shops selling carpets, jewelry, spices, and traditional crafts.
-
C.
Loulé Municipal Market
Loulé Municipal Market is a historic covered marketplace in the Algarve region of Portugal, known for its distinctive Moorish-inspired architecture and vibrant stalls selling fresh local produce, crafts, and regional specialties.
-
D.
Omdurman Market (Souq Omdurman)
Omdurman Market (Souq Omdurman) is a sprawling traditional bazaar in Omdurman, Sudan, known for its vibrant atmosphere and wide array of local crafts, textiles, spices, and everyday goods.
-
E.
Souk El Khemis
Souk El Khemis is a town and commune located in Bouira Province in northern Algeria.
- 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: Casablanca Central Market Triple: [Casablanca city center, contains, Casablanca Central Market]
Generated description
Casablanca Central Market is a historic covered marketplace in downtown Casablanca known for its vibrant stalls selling fresh seafood, produce, and local goods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Casablanca Central Market Target entity description: Casablanca Central Market is a historic covered marketplace in downtown Casablanca known for its vibrant stalls selling fresh seafood, produce, and local goods.
-
A.
Al-Qaisariyah market
Al-Qaisariyah market is a historic traditional souq in Hofuf, Saudi Arabia, renowned for its old-world architecture and bustling trade in local goods and handicrafts.
-
B.
Grand Bazaar
The Grand Bazaar is one of the world’s largest and oldest covered markets, famous for its maze-like alleys filled with shops selling carpets, jewelry, spices, and traditional crafts.
-
C.
Loulé Municipal Market
Loulé Municipal Market is a historic covered marketplace in the Algarve region of Portugal, known for its distinctive Moorish-inspired architecture and vibrant stalls selling fresh local produce, crafts, and regional specialties.
-
D.
Omdurman Market (Souq Omdurman)
Omdurman Market (Souq Omdurman) is a sprawling traditional bazaar in Omdurman, Sudan, known for its vibrant atmosphere and wide array of local crafts, textiles, spices, and everyday goods.
-
E.
Souk El Khemis
Souk El Khemis is a town and commune located in Bouira Province in northern Algeria.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3576eb63081908cb5dc6c0a8a13ac |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0067bfcf78819082bf1a15eebdab86 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a0068172dbc8190850051968e3cd133 |
completed | May 10, 2026, 11:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a006872e5f48190aa76611fcbd0c455 |
completed | May 10, 2026, 11:13 a.m. |
Created at: April 10, 2026, 5:15 a.m.