Triple
T21158097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nephropidae |
E521363
|
entity |
| Predicate | infraorder |
P8590
|
FINISHED |
| Object |
Astacidea
Astacidea is an infraorder of decapod crustaceans that includes true lobsters and freshwater crayfish.
|
E1469152
|
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: Astacidea | Statement: [Nephropidae, infraorder, Astacidea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Astacidea Context triple: [Nephropidae, infraorder, Astacidea]
-
A.
Astacidae
Astacidae is a family of freshwater crayfish that includes several European and North American species, many of which are ecologically important and threatened by habitat loss and invasive competitors.
-
B.
Decapoda
Decapoda is a large order of crustaceans that includes crabs, lobsters, shrimp, and related species characterized by having ten legs.
-
C.
Branchiopoda
Branchiopoda is a class of small, primarily freshwater crustaceans that includes fairy shrimp, water fleas, and related forms known for their leaf-like appendages used in swimming and feeding.
-
D.
Malacostraca
Malacostraca is the largest and most diverse class of crustaceans, including crabs, lobsters, shrimp, krill, and many other familiar marine and freshwater species.
-
E.
Branchiura
Branchiura is a group of small parasitic crustaceans, commonly known as fish lice, that live on the skin or gills of freshwater and marine fishes.
- 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: Astacidea Triple: [Nephropidae, infraorder, Astacidea]
Generated description
Astacidea is an infraorder of decapod crustaceans that includes true lobsters and freshwater crayfish.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Astacidea Target entity description: Astacidea is an infraorder of decapod crustaceans that includes true lobsters and freshwater crayfish.
-
A.
Astacidae
Astacidae is a family of freshwater crayfish that includes several European and North American species, many of which are ecologically important and threatened by habitat loss and invasive competitors.
-
B.
Decapoda
Decapoda is a large order of crustaceans that includes crabs, lobsters, shrimp, and related species characterized by having ten legs.
-
C.
Branchiopoda
Branchiopoda is a class of small, primarily freshwater crustaceans that includes fairy shrimp, water fleas, and related forms known for their leaf-like appendages used in swimming and feeding.
-
D.
Malacostraca
Malacostraca is the largest and most diverse class of crustaceans, including crabs, lobsters, shrimp, krill, and many other familiar marine and freshwater species.
-
E.
Branchiura
Branchiura is a group of small parasitic crustaceans, commonly known as fish lice, that live on the skin or gills of freshwater and marine fishes.
- 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_69e0b50d1ea481909c07e63c3ead9316 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7252dc3f0819094c6acf52a9f308d |
completed | April 21, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096dcc21348190ab0c6078cc8640d1 |
completed | May 17, 2026, 7:27 a.m. |
| NEDg | Description generation | batch_6a096ee0e74c81909f609a962cd21081 |
completed | May 17, 2026, 7:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096f5e96cc8190b3be5a773868bd32 |
completed | May 17, 2026, 7:33 a.m. |
Created at: April 16, 2026, 2:59 p.m.