Triple
T2178401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scorpaeniformes |
E48584
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Cyclopteridae
Cyclopteridae is a family of marine fishes commonly known as lumpfishes or lumpsuckers, characterized by their rounded bodies and modified pelvic fins that form a suction disc for clinging to surfaces.
|
E241993
|
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: Cyclopteridae | Statement: [Scorpaeniformes, includes, Cyclopteridae]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cyclopteridae Context triple: [Scorpaeniformes, includes, Cyclopteridae]
-
A.
Psilorhynchidae
Psilorhynchidae is a small family of freshwater fishes, commonly known as torrent minnows, adapted to fast-flowing streams in South and Southeast Asia.
-
B.
Nemichthyidae
Nemichthyidae is a family of deep-sea eels known as snipe eels, characterized by their extremely elongated jaws and slender bodies.
-
C.
Aspredinidae
Aspredinidae is a family of South American banjo catfishes known for their flattened, leaf-like bodies and bottom-dwelling habits in freshwater habitats.
-
D.
Danionidae
Danionidae is a family of small freshwater ray-finned fishes, including popular aquarium species like danios and rasboras, found primarily in South and Southeast Asia.
-
E.
Oceanitidae
Oceanitidae is a family of small seabirds known as southern storm petrels, typically found over open oceans in the Southern Hemisphere.
- 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: Cyclopteridae Triple: [Scorpaeniformes, includes, Cyclopteridae]
Generated description
Cyclopteridae is a family of marine fishes commonly known as lumpfishes or lumpsuckers, characterized by their rounded bodies and modified pelvic fins that form a suction disc for clinging to surfaces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cyclopteridae Target entity description: Cyclopteridae is a family of marine fishes commonly known as lumpfishes or lumpsuckers, characterized by their rounded bodies and modified pelvic fins that form a suction disc for clinging to surfaces.
-
A.
Psilorhynchidae
Psilorhynchidae is a small family of freshwater fishes, commonly known as torrent minnows, adapted to fast-flowing streams in South and Southeast Asia.
-
B.
Nemichthyidae
Nemichthyidae is a family of deep-sea eels known as snipe eels, characterized by their extremely elongated jaws and slender bodies.
-
C.
Aspredinidae
Aspredinidae is a family of South American banjo catfishes known for their flattened, leaf-like bodies and bottom-dwelling habits in freshwater habitats.
-
D.
Danionidae
Danionidae is a family of small freshwater ray-finned fishes, including popular aquarium species like danios and rasboras, found primarily in South and Southeast Asia.
-
E.
Oceanitidae
Oceanitidae is a family of small seabirds known as southern storm petrels, typically found over open oceans in the Southern Hemisphere.
- 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_69a88aa3faa48190995b233af6525815 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbeee0a988190b0729f9070aa4503 |
completed | March 7, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5da36db0819093f832d44d228bba |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e48eefc8190b459278860bb3217 |
completed | March 9, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ec233788190a52dc1a135f7dfb9 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:45 p.m.