Triple

T12652614
Position Surface form Disambiguated ID Type / Status
Subject African Theater E302200 entity
Predicate hasPart P35 FINISHED
Object Moroccan campaign
The Moroccan campaign was a series of World War II military operations in North Africa focused on securing and controlling Morocco as part of the broader Allied and Axis struggle on the continent.
E997963 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: Moroccan campaign | Statement: [African Theater, hasPart, Moroccan campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moroccan campaign
Context triple: [African Theater, hasPart, Moroccan campaign]
  • A. Tunisian campaign
    The Tunisian campaign was the final phase of the North African fighting in World War II, in which Allied forces defeated Axis troops in Tunisia in 1943, leading to the surrender of large German and Italian forces.
  • B. Fezzan campaign
    The Fezzan campaign was a World War II military operation in which Free French forces advanced through the Fezzan region of southern Libya to secure the Sahara and support Allied offensives in North Africa.
  • C. North African campaign
    The North African campaign was a major World War II theater in which Allied and Axis forces fought for control of North Africa’s deserts and vital Mediterranean supply routes between 1940 and 1943.
  • D. Capture of Touggourt
    The Capture of Touggourt was a French military operation in the mid-19th century that secured the oasis town of Touggourt in the Sahara, extending French colonial control deeper into southern Algeria.
  • E. Second Melillan campaign
    The Second Melillan campaign was a 1909 Spanish military offensive against Rif tribes in northern Morocco, sparked by attacks on Spanish workers near Melilla and resulting in a brief but intense colonial conflict.
  • 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: Moroccan campaign
Triple: [African Theater, hasPart, Moroccan campaign]
Generated description
The Moroccan campaign was a series of World War II military operations in North Africa focused on securing and controlling Morocco as part of the broader Allied and Axis struggle on the continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moroccan campaign
Target entity description: The Moroccan campaign was a series of World War II military operations in North Africa focused on securing and controlling Morocco as part of the broader Allied and Axis struggle on the continent.
  • A. Tunisian campaign
    The Tunisian campaign was the final phase of the North African fighting in World War II, in which Allied forces defeated Axis troops in Tunisia in 1943, leading to the surrender of large German and Italian forces.
  • B. Fezzan campaign
    The Fezzan campaign was a World War II military operation in which Free French forces advanced through the Fezzan region of southern Libya to secure the Sahara and support Allied offensives in North Africa.
  • C. North African campaign
    The North African campaign was a major World War II theater in which Allied and Axis forces fought for control of North Africa’s deserts and vital Mediterranean supply routes between 1940 and 1943.
  • D. Capture of Touggourt
    The Capture of Touggourt was a French military operation in the mid-19th century that secured the oasis town of Touggourt in the Sahara, extending French colonial control deeper into southern Algeria.
  • E. Second Melillan campaign
    The Second Melillan campaign was a 1909 Spanish military offensive against Rif tribes in northern Morocco, sparked by attacks on Spanish workers near Melilla and resulting in a brief but intense colonial conflict.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96160730c81909e1aa3efb51bf159 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719c18508190a9c28b2526e6b336 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6749c2ddc8190945270e6e5b210dd completed May 2, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69f675d17c9c8190853fe3001944a7d3 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:18 p.m.