Triple
T15907305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Arous Governorate |
E385752
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Hammam Chott
Hammam Chott is a coastal town in northeastern Tunisia known for its Mediterranean beaches and proximity to the capital, Tunis.
|
E1183635
|
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: Hammam Chott | Statement: [Ben Arous Governorate, containsCity, Hammam Chott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hammam Chott Context triple: [Ben Arous Governorate, containsCity, Hammam Chott]
-
A.
Bassin Agdal
Bassin Agdal is a historic royal water reservoir located within the Agdal Gardens of Marrakech, Morocco.
-
B.
Khouribga
Khouribga is a Moroccan city renowned as one of the world’s major centers of phosphate mining and production.
-
C.
Tessalit oasis
Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
-
D.
M'Ress
M'Ress is a feline-like Caitian Starfleet communications officer who appears as a recurring character in Star Trek: The Animated Series.
-
E.
Aïn Laloui
Aïn Laloui is a town and commune located in northern Algeria’s Bouira 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: Hammam Chott Triple: [Ben Arous Governorate, containsCity, Hammam Chott]
Generated description
Hammam Chott is a coastal town in northeastern Tunisia known for its Mediterranean beaches and proximity to the capital, Tunis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hammam Chott Target entity description: Hammam Chott is a coastal town in northeastern Tunisia known for its Mediterranean beaches and proximity to the capital, Tunis.
-
A.
Bassin Agdal
Bassin Agdal is a historic royal water reservoir located within the Agdal Gardens of Marrakech, Morocco.
-
B.
Khouribga
Khouribga is a Moroccan city renowned as one of the world’s major centers of phosphate mining and production.
-
C.
Tessalit oasis
Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
-
D.
M'Ress
M'Ress is a feline-like Caitian Starfleet communications officer who appears as a recurring character in Star Trek: The Animated Series.
-
E.
Aïn Laloui
Aïn Laloui is a town and commune located in northern Algeria’s Bouira 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1565c11bc819091b1fd85901a832d |
completed | April 16, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb055307081908a13c98a0e16780c |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb110a5b88190904f763057e8eb1e |
completed | May 9, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb1a5e9b88190b790c81b9500c2ac |
completed | May 9, 2026, 10:13 p.m. |
Created at: April 10, 2026, 4:52 a.m.