Triple

T6701128
Position Surface form Disambiguated ID Type / Status
Subject Eastern Bantu E152879 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Hehe
Hehe is a Bantu language spoken primarily by the Hehe people of south-central Tanzania.
 E614314 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: Hehe | Statement: [Eastern Bantu, hasMemberLanguage, Hehe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hehe
Context triple: [Eastern Bantu, hasMemberLanguage, Hehe]
  • A. EHEH
    EHEH is the ICAO airport code for Eindhoven Airport, a major regional airport in the Netherlands.
  • B. HEE
    HEE is the acronym for Health Education England, the national body responsible for overseeing education, training, and workforce development for healthcare staff in England.
  • C. AHHH HA
    "AHHH HA" is a 2022 drill-rap track by Lil Durk known for its aggressive delivery and confrontational lyrics within the Chicago rap scene.
  • D. Hish
    Hish was a field corps branch of the Haganah, the main Jewish paramilitary organization in Mandatory Palestine before the establishment of the State of Israel.
  • E. Hé! Oh!
    "Hé! Oh!" is a French pop song by Alizée featured on her debut album *Gourmandises*.
  • 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: Hehe
Triple: [Eastern Bantu, hasMemberLanguage, Hehe]
Generated description
Hehe is a Bantu language spoken primarily by the Hehe people of south-central Tanzania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hehe
Target entity description: Hehe is a Bantu language spoken primarily by the Hehe people of south-central Tanzania.
  • A. EHEH
    EHEH is the ICAO airport code for Eindhoven Airport, a major regional airport in the Netherlands.
  • B. HEE
    HEE is the acronym for Health Education England, the national body responsible for overseeing education, training, and workforce development for healthcare staff in England.
  • C. AHHH HA
    "AHHH HA" is a 2022 drill-rap track by Lil Durk known for its aggressive delivery and confrontational lyrics within the Chicago rap scene.
  • D. Hish
    Hish was a field corps branch of the Haganah, the main Jewish paramilitary organization in Mandatory Palestine before the establishment of the State of Israel.
  • E. Hé! Oh!
    "Hé! Oh!" is a French pop song by Alizée featured on her debut album *Gourmandises*.
  • 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_69c68807adbc8190b8632df42b39eda0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d0e4a1848190997520ddd7808cc6 completed March 27, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70081395c8190921636db5cfa096a completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c704f464f88190be8163b2dfd32bcf completed March 27, 2026, 10:30 p.m.
NED2 Entity disambiguation (via description) batch_69c705db3098819083ce9a93e429b758 completed March 27, 2026, 10:34 p.m.
Created at: March 27, 2026, 2:05 p.m.