Triple
T3946307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malacostraca |
E92155
|
entity |
| Predicate | hasOrder |
P1109
|
FINISHED |
| Object |
Amphipoda
Amphipoda is an order of small, laterally compressed crustaceans that includes sand hoppers, beach fleas, and many freshwater and marine species important in aquatic ecosystems.
|
E408109
|
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: Amphipoda | Statement: [Malacostraca, hasOrder, Amphipoda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amphipoda Context triple: [Malacostraca, hasOrder, Amphipoda]
-
A.
Malacostraca
Malacostraca is the largest and most diverse class of crustaceans, including crabs, lobsters, shrimp, krill, and many other familiar marine and freshwater species.
-
B.
Branchiobdellida
Branchiobdellida are a group of small, segmented annelid worms, often ectosymbiotic on freshwater crayfish, distinguished by their specialized adaptations for living on crustacean hosts.
-
C.
Euphausiacea
Euphausiacea is an order of small, shrimp-like marine crustaceans known as krill, which form massive swarms and play a crucial role as primary consumers in ocean food webs.
-
D.
Kinorhyncha
Kinorhyncha are a phylum of minute, segmented, marine invertebrates known as mud dragons, characterized by a spiny head and burrowing lifestyle in marine sediments.
-
E.
Crustacea
Crustacea is a large subphylum of mostly aquatic arthropods that includes crabs, lobsters, shrimp, barnacles, and related species characterized by hard exoskeletons and jointed limbs.
- 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: Amphipoda Triple: [Malacostraca, hasOrder, Amphipoda]
Generated description
Amphipoda is an order of small, laterally compressed crustaceans that includes sand hoppers, beach fleas, and many freshwater and marine species important in aquatic ecosystems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amphipoda Target entity description: Amphipoda is an order of small, laterally compressed crustaceans that includes sand hoppers, beach fleas, and many freshwater and marine species important in aquatic ecosystems.
-
A.
Malacostraca
Malacostraca is the largest and most diverse class of crustaceans, including crabs, lobsters, shrimp, krill, and many other familiar marine and freshwater species.
-
B.
Branchiobdellida
Branchiobdellida are a group of small, segmented annelid worms, often ectosymbiotic on freshwater crayfish, distinguished by their specialized adaptations for living on crustacean hosts.
-
C.
Euphausiacea
Euphausiacea is an order of small, shrimp-like marine crustaceans known as krill, which form massive swarms and play a crucial role as primary consumers in ocean food webs.
-
D.
Kinorhyncha
Kinorhyncha are a phylum of minute, segmented, marine invertebrates known as mud dragons, characterized by a spiny head and burrowing lifestyle in marine sediments.
-
E.
Crustacea
Crustacea is a large subphylum of mostly aquatic arthropods that includes crabs, lobsters, shrimp, barnacles, and related species characterized by hard exoskeletons and jointed limbs.
- 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_69aed965502c8190904ebad1203a4ae8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef0da13688190aab505c36513e4ab |
completed | March 9, 2026, 4:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b556173f848190bf8b879a7c61a43f |
completed | March 14, 2026, 12:35 p.m. |
| NEDg | Description generation | batch_69b5575b1f748190b91f5f1cb4cf9c8b |
completed | March 14, 2026, 12:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b557d445d081908f48fe3bd06f786e |
completed | March 14, 2026, 12:43 p.m. |
Created at: March 9, 2026, 3:24 p.m.