Triple

T1528423
Position Surface form Disambiguated ID Type / Status
Subject French conquest of Algeria E32386 entity
Predicate hasPart P35 FINISHED
Object Capture of Laghouat
The Capture of Laghouat was a pivotal 1852 French military operation in the Sahara that brutally subdued the oasis town of Laghouat, symbolizing the harsh consolidation of French colonial rule in Algeria.
E173423 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: Capture of Laghouat | Statement: [French conquest of Algeria, hasPart, Capture of Laghouat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Capture of Laghouat
Context triple: [French conquest of Algeria, hasPart, Capture of Laghouat]
  • A. Battle of Bir Hakeim
    The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
  • 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. Battle of Derna
    The Battle of Derna was a key military confrontation in eastern Libya in which rival Islamist factions and forces aligned with the internationally recognized government fought for control of the strategic coastal city of Derna during the Second Libyan Civil War.
  • D. Battle of Jezzine
    The Battle of Jezzine was a World War II engagement in June 1941 during the Allied invasion of Vichy French-controlled Syria and Lebanon, in which Australian and other Allied forces fought to secure the strategic town of Jezzine in southern Lebanon.
  • E. Battle of El Guettar
    The Battle of El Guettar was a key World War II engagement in Tunisia where U.S. forces, under General Patton, successfully halted and repelled German armored attacks, marking an important step in the Allies’ North African campaign.
  • 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: Capture of Laghouat
Triple: [French conquest of Algeria, hasPart, Capture of Laghouat]
Generated description
The Capture of Laghouat was a pivotal 1852 French military operation in the Sahara that brutally subdued the oasis town of Laghouat, symbolizing the harsh consolidation of French colonial rule in Algeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Capture of Laghouat
Target entity description: The Capture of Laghouat was a pivotal 1852 French military operation in the Sahara that brutally subdued the oasis town of Laghouat, symbolizing the harsh consolidation of French colonial rule in Algeria.
  • A. Battle of Bir Hakeim
    The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
  • 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. Battle of Derna
    The Battle of Derna was a key military confrontation in eastern Libya in which rival Islamist factions and forces aligned with the internationally recognized government fought for control of the strategic coastal city of Derna during the Second Libyan Civil War.
  • D. Battle of Jezzine
    The Battle of Jezzine was a World War II engagement in June 1941 during the Allied invasion of Vichy French-controlled Syria and Lebanon, in which Australian and other Allied forces fought to secure the strategic town of Jezzine in southern Lebanon.
  • E. Battle of El Guettar
    The Battle of El Guettar was a key World War II engagement in Tunisia where U.S. forces, under General Patton, successfully halted and repelled German armored attacks, marking an important step in the Allies’ North African campaign.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90812cb1c819099e7ad48fedcbe94 completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2955dc788190988ebf911714437b completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a18a79c81908f04ba9aa55d52a0 completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a8deae8819095731fdd1b4bd310 completed March 8, 2026, 7:51 a.m.
Created at: March 4, 2026, 7:26 p.m.