Triple

T18913302
Position Surface form Disambiguated ID Type / Status
Subject Agew peoples E462658 entity
Predicate subgroup P10 FINISHED
Object Southern Agaw
Southern Agaw are a subgroup of the Agaw people of Ethiopia, known for speaking an Agaw (Central Cushitic) language and maintaining distinct cultural and historical traditions in the northern highlands.
E1349093 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: Southern Agaw | Statement: [Agew peoples, subgroup, Southern Agaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Agaw
Context triple: [Agew peoples, subgroup, Southern Agaw]
  • A. Southern Mam
    Southern Mam is a regional variety of the Mam Mayan language spoken primarily in parts of Guatemala.
  • B. Inland South
    The Inland South is a cultural and geographic subregion of the Southern United States characterized by its inland location away from the coasts, a mix of Appalachian and Deep South influences, and a predominantly rural, agrarian heritage.
  • C. Lower South
    The Lower South is a cultural region of the southeastern United States characterized by its distinct historical development, plantation-based agriculture, and diverse Indigenous and African American cultural influences.
  • D. The Deep South
    "The Deep South" is an episode of the animated television series Futurama in which the Planet Express crew discovers the lost underwater city of Atlanta.
  • E. Southeastern
    Southeastern is a British train operating company that runs passenger rail services across southeast London and the counties of Kent and East Sussex.
  • 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: Southern Agaw
Triple: [Agew peoples, subgroup, Southern Agaw]
Generated description
Southern Agaw are a subgroup of the Agaw people of Ethiopia, known for speaking an Agaw (Central Cushitic) language and maintaining distinct cultural and historical traditions in the northern highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Agaw
Target entity description: Southern Agaw are a subgroup of the Agaw people of Ethiopia, known for speaking an Agaw (Central Cushitic) language and maintaining distinct cultural and historical traditions in the northern highlands.
  • A. Southern Mam
    Southern Mam is a regional variety of the Mam Mayan language spoken primarily in parts of Guatemala.
  • B. Inland South
    The Inland South is a cultural and geographic subregion of the Southern United States characterized by its inland location away from the coasts, a mix of Appalachian and Deep South influences, and a predominantly rural, agrarian heritage.
  • C. Lower South
    The Lower South is a cultural region of the southeastern United States characterized by its distinct historical development, plantation-based agriculture, and diverse Indigenous and African American cultural influences.
  • D. The Deep South
    "The Deep South" is an episode of the animated television series Futurama in which the Planet Express crew discovers the lost underwater city of Atlanta.
  • E. Southeastern
    Southeastern is a British train operating company that runs passenger rail services across southeast London and the counties of Kent and East Sussex.
  • 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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c624516c81909e6bf04707d3c71c completed April 20, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0591128abc8190bf8c1be19bf701a9 completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a0592ba34a08190af60cd441d0c80a2 completed May 14, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05931832d8819086a176c1f9473943 completed May 14, 2026, 9:17 a.m.
Created at: April 10, 2026, 11:58 a.m.