Triple

T21824857
Position Surface form Disambiguated ID Type / Status
Subject San languages E538822 entity
Predicate hasExampleLanguage P7390 FINISHED
Object ǂHoan
ǂHoan is a highly endangered Khoe-San language of southern Africa, notable for its complex click consonant system and limited number of remaining speakers.
E1503865 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: ǂHoan | Statement: [San languages, hasExampleLanguage, ǂHoan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ǂHoan
Context triple: [San languages, hasExampleLanguage, ǂHoan]
  • A. Haahoos
    Haahoos are large, colorful, block-like characters from the British children's television series "In the Night Garden..." known for their gentle, slow movements and playful presence in the garden.
  • B. Co Loa
    Co Loa is an ancient fortified city and archaeological site that served as the capital of the early Vietnamese Âu Lạc kingdom.
  • C. Hoocąk
    Hoocąk is the endonym for the Ho-Chunk people, a Native American nation originally from the Wisconsin and Illinois regions of the United States.
  • D. Zunheboto
    Zunheboto is a town in the northeastern Indian state of Nagaland, known as the headquarters of the Sumi Naga community and for its hilly terrain and rich tribal culture.
  • E. Shanenawa
    The Shanenawa are an Indigenous people of the southwestern Brazilian Amazon, known for their Panoan language, forest-based livelihood, and rich shamanic and ritual traditions.
  • 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: ǂHoan
Triple: [San languages, hasExampleLanguage, ǂHoan]
Generated description
ǂHoan is a highly endangered Khoe-San language of southern Africa, notable for its complex click consonant system and limited number of remaining speakers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ǂHoan
Target entity description: ǂHoan is a highly endangered Khoe-San language of southern Africa, notable for its complex click consonant system and limited number of remaining speakers.
  • A. Haahoos
    Haahoos are large, colorful, block-like characters from the British children's television series "In the Night Garden..." known for their gentle, slow movements and playful presence in the garden.
  • B. Co Loa
    Co Loa is an ancient fortified city and archaeological site that served as the capital of the early Vietnamese Âu Lạc kingdom.
  • C. Hoocąk
    Hoocąk is the endonym for the Ho-Chunk people, a Native American nation originally from the Wisconsin and Illinois regions of the United States.
  • D. Zunheboto
    Zunheboto is a town in the northeastern Indian state of Nagaland, known as the headquarters of the Sumi Naga community and for its hilly terrain and rich tribal culture.
  • E. Shanenawa
    The Shanenawa are an Indigenous people of the southwestern Brazilian Amazon, known for their Panoan language, forest-based livelihood, and rich shamanic and ritual traditions.
  • 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_69e0c475038c8190abb9b1a20eb8ff50 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f091307d408190a92b65c3f39682a8 completed April 28, 2026, 10:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45e50d548190aaf4ac0bf6fcd028 completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a478555f48190a5dec30d212817fa completed May 17, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_6a0a4816a85c8190b086b93851ddd11c completed May 17, 2026, 10:58 p.m.
Created at: April 16, 2026, 6:54 p.m.