Triple

T37449700
Position Surface form Disambiguated ID Type / Status
Subject Bacteria E930642 entity
Predicate biogeochemicalCycle P38725 FINISHED
Object Nitrogen cycle
The nitrogen cycle is the natural biogeochemical process through which nitrogen is converted between its various chemical forms in the atmosphere, soil, and living organisms, enabling its continual reuse in ecosystems.
 E2226380 NE FINISHED

How this triple was built (3 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: Nitrogen cycle | Statement: [Bacteria, biogeochemicalCycle, Nitrogen cycle]
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: Nitrogen cycle
Triple: [Bacteria, biogeochemicalCycle, Nitrogen cycle]
Generated description
The nitrogen cycle is the natural biogeochemical process through which nitrogen is converted between its various chemical forms in the atmosphere, soil, and living organisms, enabling its continual reuse in ecosystems.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: biogeochemicalCycle
Context triple: [Bacteria, biogeochemicalCycle, Nitrogen cycle]
  • A. roleInBiogeochemistry chosen
    Indicates the function or influence an entity has within biogeochemical cycles and processes.
  • B. biota
    Indicates the presence or composition of living organisms (flora, fauna, or other life forms) associated with a given entity or environment.
  • C. biome
    Indicates the type of ecological environment or habitat in which an entity naturally exists or is situated.
  • D. biosphereDominatedBy
    Indicates that one biosphere exerts primary control or influence over the ecological conditions, processes, or composition of another biosphere or region.
  • E. biosphereImpact
    Indicates the effect or influence that an entity or action has on the biosphere, including its ecosystems, organisms, and ecological processes.
  • F. None of above.

Provenance (6 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_69f76ec0b9488190b7a4fae632bd1d2f completed May 3, 2026, 3:50 p.m.
NER Named-entity recognition batch_69fb92efc5948190a040ba2028bab964 completed May 6, 2026, 7:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a408261996481909d3d2c48efea1451 completed June 28, 2026, 2:09 a.m.
NEDg Description generation batch_6a4082d703748190b0d609d52adca94f completed June 28, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_6a40834942708190bd8bd3faa7a8f2c2 completed June 28, 2026, 2:13 a.m.
PD Predicate disambiguation batch_69fb8d0b52588190bb29937a43b99b5e completed May 6, 2026, 6:48 p.m.
Created at: May 3, 2026, 4:17 p.m.