Triple

T18153256
Position Surface form Disambiguated ID Type / Status
Subject Menzel Bourguiba E434560 entity
Predicate shipyardName P4334 FINISHED
Object Chantier Naval et Industriel de Menzel Bourguiba
Chantier Naval et Industriel de Menzel Bourguiba is a major Tunisian shipbuilding and repair yard located in the port city of Menzel Bourguiba.
E1309794 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: Chantier Naval et Industriel de Menzel Bourguiba | Statement: [Menzel Bourguiba, shipyardName, Chantier Naval et Industriel de Menzel Bourguiba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chantier Naval et Industriel de Menzel Bourguiba
Context triple: [Menzel Bourguiba, shipyardName, Chantier Naval et Industriel de Menzel Bourguiba]
  • A. Forges et Chantiers de la Méditerranée
    Forges et Chantiers de la Méditerranée was a major French shipbuilding company known for constructing warships and commercial vessels for both domestic and foreign navies in the late 19th and early 20th centuries.
  • B. Chantiers de l’Atlantique
    Chantiers de l’Atlantique is a major French shipbuilding company renowned for constructing some of the world’s largest and most advanced cruise ships and ocean liners.
  • C. Tunisian Navy
    The Tunisian Navy is the maritime military force of Tunisia, historically active in Mediterranean conflicts such as the 19th-century Battle of Navarino.
  • D. Naval Group
    Naval Group is a major French industrial group specializing in naval defense and marine renewable energy, known for designing and building submarines and warships for the French Navy and international clients.
  • E. Direction des Constructions et Armes Navales
    Direction des Constructions et Armes Navales was the French naval shipbuilding and armaments directorate responsible for designing and constructing warships and related naval equipment.
  • 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: Chantier Naval et Industriel de Menzel Bourguiba
Triple: [Menzel Bourguiba, shipyardName, Chantier Naval et Industriel de Menzel Bourguiba]
Generated description
Chantier Naval et Industriel de Menzel Bourguiba is a major Tunisian shipbuilding and repair yard located in the port city of Menzel Bourguiba.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chantier Naval et Industriel de Menzel Bourguiba
Target entity description: Chantier Naval et Industriel de Menzel Bourguiba is a major Tunisian shipbuilding and repair yard located in the port city of Menzel Bourguiba.
  • A. Forges et Chantiers de la Méditerranée
    Forges et Chantiers de la Méditerranée was a major French shipbuilding company known for constructing warships and commercial vessels for both domestic and foreign navies in the late 19th and early 20th centuries.
  • B. Chantiers de l’Atlantique
    Chantiers de l’Atlantique is a major French shipbuilding company renowned for constructing some of the world’s largest and most advanced cruise ships and ocean liners.
  • C. Tunisian Navy
    The Tunisian Navy is the maritime military force of Tunisia, historically active in Mediterranean conflicts such as the 19th-century Battle of Navarino.
  • D. Naval Group
    Naval Group is a major French industrial group specializing in naval defense and marine renewable energy, known for designing and building submarines and warships for the French Navy and international clients.
  • E. Direction des Constructions et Armes Navales
    Direction des Constructions et Armes Navales was the French naval shipbuilding and armaments directorate responsible for designing and constructing warships and related naval equipment.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: shipyardName
Context triple: [Menzel Bourguiba, shipyardName, Chantier Naval et Industriel de Menzel Bourguiba]
  • A. shipyard chosen
    Indicates a relationship where a location functions as a facility for building, repairing, or maintaining ships.
  • B. shipyardArea
    Indicates the total physical area occupied or used by a shipyard for its operations.
  • C. shipyardOperator
    Indicates that one entity operates, manages, or runs the shipyard associated with another entity.
  • D. shipName
    Indicates the name assigned to a specific ship in the relationship.
  • E. hasShipyardType
    Indicates the specific category or classification of shipyard associated with an entity.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de39a8f481908d1752767d0aae0e completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038fbb1f8c8190b20e10f22090a940 completed May 12, 2026, 8:38 p.m.
NEDg Description generation batch_6a03911462d0819080d6a59fe3b120a1 completed May 12, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_6a0392a51df48190aab14218f28f129d completed May 12, 2026, 8:50 p.m.
PD Predicate disambiguation batch_69e43317d11c81908d1dc14921566b47 completed April 19, 2026, 1:42 a.m.
Created at: April 10, 2026, 10:30 a.m.