Triple

T21807247
Position Surface form Disambiguated ID Type / Status
Subject Roman invasion of Africa (256–255 BCE) E538380 entity
Predicate hasPart P35 FINISHED
Object Battle of Tunis
The Battle of Tunis was a major engagement of the First Punic War in which Carthaginian forces decisively defeated a Roman army that had invaded North Africa.
E1502277 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: Battle of Tunis | Statement: [Roman invasion of Africa (256–255 BCE), hasPart, Battle of Tunis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Tunis
Context triple: [Roman invasion of Africa (256–255 BCE), hasPart, Battle of Tunis]
  • A. Battle of Tunis
    The Battle of Tunis was a key World War II engagement in the North African campaign, culminating in the Allied capture of Tunis and the collapse of Axis resistance in Tunisia in 1943.
  • B. Battle of Bizerte
    The Battle of Bizerte was a World War II engagement in April–May 1943 in Tunisia, where Allied forces captured the key port city of Bizerte from Axis troops during the final phase of the North African campaign.
  • C. Battle of Djerba
    The Battle of Djerba was a major 1560 naval clash off the Tunisian island of Djerba in which the Ottoman Empire decisively defeated a Spanish-led Christian fleet, securing Ottoman dominance in the central Mediterranean.
  • D. Battle of Sidi Bou Zid
    The Battle of Sidi Bou Zid was a World War II engagement in February 1943 in Tunisia, where inexperienced U.S. forces suffered a significant defeat by German and Italian troops during the North African campaign.
  • E. Battle of Enfidaville
    The Battle of Enfidaville was a World War II engagement in April 1943 in Tunisia, where Allied forces attacked Axis defensive positions as part of the final 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: Battle of Tunis
Triple: [Roman invasion of Africa (256–255 BCE), hasPart, Battle of Tunis]
Generated description
The Battle of Tunis was a major engagement of the First Punic War in which Carthaginian forces decisively defeated a Roman army that had invaded North Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Tunis
Target entity description: The Battle of Tunis was a major engagement of the First Punic War in which Carthaginian forces decisively defeated a Roman army that had invaded North Africa.
  • A. Battle of Tunis
    The Battle of Tunis was a key World War II engagement in the North African campaign, culminating in the Allied capture of Tunis and the collapse of Axis resistance in Tunisia in 1943.
  • B. Battle of Bizerte
    The Battle of Bizerte was a World War II engagement in April–May 1943 in Tunisia, where Allied forces captured the key port city of Bizerte from Axis troops during the final phase of the North African campaign.
  • C. Battle of Djerba
    The Battle of Djerba was a major 1560 naval clash off the Tunisian island of Djerba in which the Ottoman Empire decisively defeated a Spanish-led Christian fleet, securing Ottoman dominance in the central Mediterranean.
  • D. Battle of Sidi Bou Zid
    The Battle of Sidi Bou Zid was a World War II engagement in February 1943 in Tunisia, where inexperienced U.S. forces suffered a significant defeat by German and Italian troops during the North African campaign.
  • E. Battle of Enfidaville
    The Battle of Enfidaville was a World War II engagement in April 1943 in Tunisia, where Allied forces attacked Axis defensive positions as part of the final 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_69e0c473f0f8819086c9d1b4a143bd67 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f07803b4888190af06bf7a90198f60 completed April 28, 2026, 9:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e86d8ec81908c8a5a63903e44a4 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f4358d48190a88208a55d19a9ef completed May 17, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0a404206e0819080c640619cd277ab completed May 17, 2026, 10:25 p.m.
Created at: April 16, 2026, 6:53 p.m.