Triple
T14162050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OCP Group |
E350971
|
entity |
| Predicate | hasMiningOperationIn |
P56901
|
FINISHED |
| Object |
Khouribga
Khouribga is a Moroccan city renowned as one of the world’s major centers of phosphate mining and production.
|
E1084222
|
NE FINISHED |
How this triple was built (5 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: Khouribga | Statement: [OCP Group, hasMiningOperationIn, Khouribga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khouribga Context triple: [OCP Group, hasMiningOperationIn, Khouribga]
-
A.
M'Ress
M'Ress is a feline-like Caitian Starfleet communications officer who appears as a recurring character in Star Trek: The Animated Series.
-
B.
Aïn Laloui
Aïn Laloui is a town and commune located in northern Algeria’s Bouira Province.
-
C.
Sidi Rached
Sidi Rached is a historical figure, likely a local religious or cultural notable, after whom the prominent Sidi Rached Bridge in Algeria is named.
-
D.
Sidi Kacem
Sidi Kacem is a town in northwestern Morocco known as an agricultural and transport hub within the Rabat-Salé-Kénitra region.
-
E.
Chtouka Aït Baha
Chtouka Aït Baha is a rural province and administrative area in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
- 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: Khouribga Triple: [OCP Group, hasMiningOperationIn, Khouribga]
Generated description
Khouribga is a Moroccan city renowned as one of the world’s major centers of phosphate mining and production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khouribga Target entity description: Khouribga is a Moroccan city renowned as one of the world’s major centers of phosphate mining and production.
-
A.
M'Ress
M'Ress is a feline-like Caitian Starfleet communications officer who appears as a recurring character in Star Trek: The Animated Series.
-
B.
Aïn Laloui
Aïn Laloui is a town and commune located in northern Algeria’s Bouira Province.
-
C.
Sidi Rached
Sidi Rached is a historical figure, likely a local religious or cultural notable, after whom the prominent Sidi Rached Bridge in Algeria is named.
-
D.
Sidi Kacem
Sidi Kacem is a town in northwestern Morocco known as an agricultural and transport hub within the Rabat-Salé-Kénitra region.
-
E.
Chtouka Aït Baha
Chtouka Aït Baha is a rural province and administrative area in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMiningOperationIn Context triple: [OCP Group, hasMiningOperationIn, Khouribga]
-
A.
hasMiningActivity
Indicates that some form of mining operation or extraction activity is occurring at, involving, or associated with the referenced entity.
-
B.
hasMiningProject
Indicates that an entity is associated with, operates, or is responsible for a mining project.
-
C.
operatesMine
Indicates that one entity runs, manages, or controls the functioning of a mine belonging to or associated with another entity.
-
D.
hasMiningArea
chosen
Indicates that an entity possesses, controls, or is associated with a designated area where mining activities take place.
-
E.
hasMiningSegment
Indicates that an entity includes, is associated with, or is divided into a specific mining-related segment or portion.
- F. None of above.
Provenance (6 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de613a4a2081908fd51bf4b4d82b6c |
completed | April 14, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f166988190a96d01fb4bd1438e |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fd05f31d9c81908b12befa499fae08 |
completed | May 7, 2026, 9:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd068196fc8190b0c5620c754d2a5c |
completed | May 7, 2026, 9:39 p.m. |
| PD | Predicate disambiguation | batch_69de05b8434c81908c33b1b513463b12 |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 10, 2026, 12:59 a.m.