Triple
T10123400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oreochromis |
E223352
|
entity |
| Predicate | order |
P568
|
FINISHED |
| Object |
Cichliformes
Cichliformes is an order of primarily freshwater ray-finned fishes that includes cichlids and related families, many of which are ecologically diverse and important in aquaculture and aquariums.
|
E848143
|
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: Cichliformes | Statement: [Oreochromis, order, Cichliformes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cichliformes Context triple: [Oreochromis, order, Cichliformes]
-
A.
Cichlidae
Cichlidae is a large and diverse family of freshwater fish known for their complex behaviors, vibrant coloration, and importance in both aquaculture and the aquarium trade.
-
B.
Cypriniformes
Cypriniformes is a large order of ray-finned freshwater fishes that includes carps, minnows, loaches, and related species found worldwide.
-
C.
Siluriformes
Siluriformes is the diverse order of ray-finned fishes commonly known as catfishes, characterized by barbels resembling whiskers and often bottom-dwelling habits in freshwater and some marine environments.
-
D.
Perciformes
Perciformes is the largest order of modern ray-finned fishes, encompassing a highly diverse group that includes perches, cichlids, tunas, and many other familiar marine and freshwater species.
-
E.
Cyprinodontiformes
Cyprinodontiformes is an order of ray-finned fishes that includes killifishes, livebearers, and related small freshwater and brackish species found worldwide.
- 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: Cichliformes Triple: [Oreochromis, order, Cichliformes]
Generated description
Cichliformes is an order of primarily freshwater ray-finned fishes that includes cichlids and related families, many of which are ecologically diverse and important in aquaculture and aquariums.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cichliformes Target entity description: Cichliformes is an order of primarily freshwater ray-finned fishes that includes cichlids and related families, many of which are ecologically diverse and important in aquaculture and aquariums.
-
A.
Cichlidae
Cichlidae is a large and diverse family of freshwater fish known for their complex behaviors, vibrant coloration, and importance in both aquaculture and the aquarium trade.
-
B.
Cypriniformes
Cypriniformes is a large order of ray-finned freshwater fishes that includes carps, minnows, loaches, and related species found worldwide.
-
C.
Siluriformes
Siluriformes is the diverse order of ray-finned fishes commonly known as catfishes, characterized by barbels resembling whiskers and often bottom-dwelling habits in freshwater and some marine environments.
-
D.
Perciformes
Perciformes is the largest order of modern ray-finned fishes, encompassing a highly diverse group that includes perches, cichlids, tunas, and many other familiar marine and freshwater species.
-
E.
Cyprinodontiformes
Cyprinodontiformes is an order of ray-finned fishes that includes killifishes, livebearers, and related small freshwater and brackish species found worldwide.
- 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_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_69d32aa5032081909b2aab2f8eb4c4a7 |
completed | April 6, 2026, 3:38 a.m. |
| NEDg | Description generation | batch_69d32b784dd48190be1e9ab9c36c224e |
completed | April 6, 2026, 3:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d3481d882c8190be8653289b712d08 |
completed | April 6, 2026, 5:43 a.m. |
Created at: March 30, 2026, 9:05 p.m.