Triple

T11229243
Position Surface form Disambiguated ID Type / Status
Subject Nyando District E265777 entity
Predicate hadSettlement P16159 FINISHED
Object Ahero
Ahero is a small town in western Kenya’s Kisumu County, known as an agricultural and trading center in the Nyando River basin.
E912586 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: Ahero | Statement: [Nyando District, hadSettlement, Ahero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahero
Context triple: [Nyando District, hadSettlement, Ahero]
  • A. Herro
    Herro is the surname of American professional basketball player Tyler Herro, known for his scoring ability and play with the Miami Heat in the NBA.
  • B. Ahe
    Ahe is a remote coral atoll in French Polynesia’s Tuamotu Archipelago, known for its lagoon, pearl farming, and traditional Polynesian way of life.
  • C. Aheym
    Aheym is a contemporary classical composition by Bryce Dessner, known for its driving minimalist energy and roots in Eastern European Jewish musical traditions.
  • D. Aletes
    Aletes is a figure from Greek mythology, traditionally regarded as a descendant of Heracles and associated with the royal lineage that ruled parts of the Peloponnese.
  • E. Ako
    Ako is a coastal city in southwestern Hyogo Prefecture, Japan, historically known for its salt production and the story of the Forty-seven Ronin.
  • 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: Ahero
Triple: [Nyando District, hadSettlement, Ahero]
Generated description
Ahero is a small town in western Kenya’s Kisumu County, known as an agricultural and trading center in the Nyando River basin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahero
Target entity description: Ahero is a small town in western Kenya’s Kisumu County, known as an agricultural and trading center in the Nyando River basin.
  • A. Herro
    Herro is the surname of American professional basketball player Tyler Herro, known for his scoring ability and play with the Miami Heat in the NBA.
  • B. Ahe
    Ahe is a remote coral atoll in French Polynesia’s Tuamotu Archipelago, known for its lagoon, pearl farming, and traditional Polynesian way of life.
  • C. Aheym
    Aheym is a contemporary classical composition by Bryce Dessner, known for its driving minimalist energy and roots in Eastern European Jewish musical traditions.
  • D. Aletes
    Aletes is a figure from Greek mythology, traditionally regarded as a descendant of Heracles and associated with the royal lineage that ruled parts of the Peloponnese.
  • E. Ako
    Ako is a coastal city in southwestern Hyogo Prefecture, Japan, historically known for its salt production and the story of the Forty-seven Ronin.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e900fbcc8190a3177f8a73564433 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad3eef408190937949e7b3bf0163 completed April 19, 2026, 10:23 a.m.
NEDg Description generation batch_69e4b12c04e48190ad7546d556a5109f completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b2949c7c8190820b7f1f87e00602 completed April 19, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:30 p.m.