Triple

T4266759
Position Surface form Disambiguated ID Type / Status
Subject Crustacea E96843 entity
Predicate hasSubgroup P747 FINISHED
Object 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.
 E430920 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: Branchiopoda | Statement: [Crustacea, hasSubgroup, Branchiopoda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Branchiopoda
Context triple: [Crustacea, hasSubgroup, Branchiopoda]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Maxillopoda
    Maxillopoda is a diverse class of mostly small crustaceans that includes barnacles, copepods, and related groups found in marine and freshwater environments.
  • 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: Branchiopoda
Triple: [Crustacea, hasSubgroup, Branchiopoda]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Branchiopoda
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Maxillopoda
    Maxillopoda is a diverse class of mostly small crustaceans that includes barnacles, copepods, and related groups found in marine and freshwater environments.
  • 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_69b34543f06c8190915ebb1a4574ffa9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34fcc383c81908e17da7cbc86a630 completed March 12, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0665b548190b6a26cda97cb7f9b completed March 14, 2026, 9:17 p.m.
NEDg Description generation batch_69b5d12a54e0819081379fd1ee85914b completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d194975481908b029ab106223c6c completed March 14, 2026, 9:22 p.m.
Created at: March 12, 2026, 11:07 p.m.