Triple

T10123479
Position Surface form Disambiguated ID Type / Status
Subject Cichlidae E223353 entity
Predicate notableSpecies P965 FINISHED
Object Tilapia rendalli
Tilapia rendalli is a freshwater cichlid fish species native to African rivers and lakes, commonly used in aquaculture and known for its herbivorous feeding habits.
 E223352 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: Tilapia rendalli | Statement: [Cichlidae, notableSpecies, Tilapia rendalli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tilapia rendalli
Context triple: [Cichlidae, notableSpecies, Tilapia rendalli]
  • A. Nile tilapia
    Nile tilapia is a widely farmed freshwater fish species native to African river systems, known for its fast growth, adaptability, and importance in global aquaculture and local fisheries.
  • B. Oreochromis
    Oreochromis is a genus of African cichlid fishes that includes several important tilapia species widely farmed for food in freshwater aquaculture.
  • C. Schilbe
    Schilbe is a genus of African freshwater catfishes known for their slender, often translucent bodies and importance in local fisheries.
  • D. Nile perch
    The Nile perch is a large predatory freshwater fish native to African river and lake systems, known for its significant ecological impact and importance to commercial and sport fisheries.
  • E. Clarias
    Clarias is a genus of airbreathing catfishes commonly known as walking catfish, found in freshwater habitats across Africa and Asia.
  • 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: Tilapia rendalli
Triple: [Cichlidae, notableSpecies, Tilapia rendalli]
Generated description
Tilapia rendalli is a freshwater cichlid fish species native to African rivers and lakes, commonly used in aquaculture and known for its herbivorous feeding habits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tilapia rendalli
Target entity description: Tilapia rendalli is a freshwater cichlid fish species native to African rivers and lakes, commonly used in aquaculture and known for its herbivorous feeding habits.
  • A. Nile tilapia
    Nile tilapia is a widely farmed freshwater fish species native to African river systems, known for its fast growth, adaptability, and importance in global aquaculture and local fisheries.
  • B. Oreochromis chosen
    Oreochromis is a genus of African cichlid fishes that includes several important tilapia species widely farmed for food in freshwater aquaculture.
  • C. Schilbe
    Schilbe is a genus of African freshwater catfishes known for their slender, often translucent bodies and importance in local fisheries.
  • D. Nile perch
    The Nile perch is a large predatory freshwater fish native to African river and lake systems, known for its significant ecological impact and importance to commercial and sport fisheries.
  • E. Clarias
    Clarias is a genus of airbreathing catfishes commonly known as walking catfish, found in freshwater habitats across Africa and Asia.
  • F. None of above.

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_69ca8422047c81909d66b717b8b18cf3 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd2ea7fe88190acb08d292a794638 completed April 2, 2026, 2:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d8dbe24a64819098bc94a8a62cc46b completed April 10, 2026, 11:15 a.m.
NEDg Description generation batch_69d8e8c683608190aa4333ed38e79f53 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: March 30, 2026, 9:05 p.m.