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.