Triple

T4105183
Position Surface form Disambiguated ID Type / Status
Subject Dolichoderinae E88431 entity
Predicate notableSpecies P965 FINISHED
Object Linepithema humile
Linepithema humile, commonly known as the Argentine ant, is an invasive ant species notorious for forming massive supercolonies and displacing native ant fauna worldwide.
E413214 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: Linepithema humile | Statement: [Dolichoderinae, notableSpecies, Linepithema humile]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linepithema humile
Context triple: [Dolichoderinae, notableSpecies, Linepithema humile]
  • A. Nothomyrmecia
    Nothomyrmecia is a rare and primitively structured Australian ant genus often referred to as the “dinosaur ant” due to its ancient evolutionary lineage and basal characteristics.
  • B. Thelohania solenopsae
    Thelohania solenopsae is a microsporidian parasite that infects and debilitates fire ants, particularly the red imported fire ant, and is used in biological control programs to reduce their populations.
  • C. Anoplolepis
    Anoplolepis is a genus of Old World ants that includes several ecologically dominant and often invasive species, such as the yellow crazy ant.
  • D. Formica rufa
    Formica rufa is a common European red wood ant species known for building large mound nests and playing a key role in forest ecosystems.
  • E. Tapinoma
    Tapinoma is a genus of small, often inconspicuous ants found worldwide, known for their flexible nesting habits and tendency to form large, diffuse colonies.
  • 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: Linepithema humile
Triple: [Dolichoderinae, notableSpecies, Linepithema humile]
Generated description
Linepithema humile, commonly known as the Argentine ant, is an invasive ant species notorious for forming massive supercolonies and displacing native ant fauna worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linepithema humile
Target entity description: Linepithema humile, commonly known as the Argentine ant, is an invasive ant species notorious for forming massive supercolonies and displacing native ant fauna worldwide.
  • A. Nothomyrmecia
    Nothomyrmecia is a rare and primitively structured Australian ant genus often referred to as the “dinosaur ant” due to its ancient evolutionary lineage and basal characteristics.
  • B. Thelohania solenopsae
    Thelohania solenopsae is a microsporidian parasite that infects and debilitates fire ants, particularly the red imported fire ant, and is used in biological control programs to reduce their populations.
  • C. Anoplolepis
    Anoplolepis is a genus of Old World ants that includes several ecologically dominant and often invasive species, such as the yellow crazy ant.
  • D. Formica rufa
    Formica rufa is a common European red wood ant species known for building large mound nests and playing a key role in forest ecosystems.
  • E. Tapinoma
    Tapinoma is a genus of small, often inconspicuous ants found worldwide, known for their flexible nesting habits and tendency to form large, diffuse colonies.
  • 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_69aed9484fb881909146f4c772ad277c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefd328a3c81908312d7b77f82660b completed March 9, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b7cdc088190a63f6c6d39ca4350 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c29c72081909e6ef890dde593dd completed March 14, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69b56ca671d0819097760161832998b0 completed March 14, 2026, 2:11 p.m.
Created at: March 9, 2026, 3:40 p.m.