Triple

T1962617
Position Surface form Disambiguated ID Type / Status
Subject Zulu people E42619 entity
Predicate traditionalShield P34440 FINISHED
Object isihlangu
Isihlangu is a large, oval cowhide war shield historically used by Zulu warriors in battle and ceremonial displays.
E218889 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: isihlangu | Statement: [Zulu people, traditionalShield, isihlangu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: isihlangu
Context triple: [Zulu people, traditionalShield, isihlangu]
  • A. Tshivenda
    Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
  • B. Zulu
    Zulu is a Bantu language of the Nguni group spoken primarily in South Africa and widely influential in the country’s culture and other local languages.
  • C. Kwéyòl
    Kwéyòl is a French-based Creole language spoken primarily in the Lesser Antilles, notably in Saint Lucia and Dominica.
  • D. Kichwa
    Kichwa is a Quechuan indigenous language variety widely spoken by Andean communities in Ecuador and neighboring regions.
  • E. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • 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: isihlangu
Triple: [Zulu people, traditionalShield, isihlangu]
Generated description
Isihlangu is a large, oval cowhide war shield historically used by Zulu warriors in battle and ceremonial displays.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: isihlangu
Target entity description: Isihlangu is a large, oval cowhide war shield historically used by Zulu warriors in battle and ceremonial displays.
  • A. Tshivenda
    Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
  • B. Zulu
    Zulu is a Bantu language of the Nguni group spoken primarily in South Africa and widely influential in the country’s culture and other local languages.
  • C. Kwéyòl
    Kwéyòl is a French-based Creole language spoken primarily in the Lesser Antilles, notably in Saint Lucia and Dominica.
  • D. Kichwa
    Kichwa is a Quechuan indigenous language variety widely spoken by Andean communities in Ecuador and neighboring regions.
  • E. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: traditionalShield
Context triple: [Zulu people, traditionalShield, isihlangu]
  • A. shieldDepicts
    Indicates that a shield bears or displays a particular image, symbol, or design as its depiction.
  • B. shieldDivision
    Indicates a defensive relationship where one entity protects or buffers another entity or group from harm, impact, or external influence.
  • C. protectiveEmblemName
    Indicates that a given name is the designated title or label of a protective emblem associated with an entity or context.
  • D. shieldTincture
    Indicates the heraldic color, pattern, or material applied to the surface of a shield.
  • E. armour
    Indicates that an entity provides protective covering or defense for another entity.
  • F. None of above. chosen

Provenance (7 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb68a8e608190bc37a85913b3cd44 completed March 7, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbd133908190add1c78d91a813ef completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6d7fb08190959ee247d0060f4c completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd2f68f48190ad23db5ca6ae663a completed March 8, 2026, 10:50 p.m.
PD Predicate disambiguation batch_69abaff5dbd48190a9d36ca60de151db completed March 7, 2026, 4:56 a.m.
PDg Predicate description generation batch_69abb6893eb881908923f0168374596a completed March 7, 2026, 5:24 a.m.
Created at: March 4, 2026, 7:36 p.m.