Triple

T17031584
Position Surface form Disambiguated ID Type / Status
Subject Linepithema E413210 entity
Predicate includesSpecies P10920 FINISHED
Object Linepithema speratum
Linepithema speratum is a species of ant in the genus Linepithema, a group that includes several small, often invasive Neotropical ants.
E1261388 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 speratum | Statement: [Linepithema, includesSpecies, Linepithema speratum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linepithema speratum
Context triple: [Linepithema, includesSpecies, Linepithema speratum]
  • A. Linepithema piliferum
    Linepithema piliferum is a species of ant in the genus Linepithema, a group of small, often invasive ants native to the Neotropical region.
  • B. Linepithema aztecoides
    Linepithema aztecoides is a species of ant in the genus Linepithema, a group of small, often invasive dolichoderine ants native to the Neotropical region.
  • C. Linepithema dispertitum
    Linepithema dispertitum is a species of ant in the genus Linepithema, a group of small, often invasive dolichoderine ants native to the Neotropical region.
  • D. Linepithema
    Linepithema is a genus of small, often invasive ants best known for including the highly destructive Argentine ant species.
  • E. Linepithema leucomelas
    Linepithema leucomelas is a species of ant in the genus Linepithema, a group of small, often invasive dolichoderine ants native to the Neotropical region.
  • 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 speratum
Triple: [Linepithema, includesSpecies, Linepithema speratum]
Generated description
Linepithema speratum is a species of ant in the genus Linepithema, a group that includes several small, often invasive Neotropical ants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linepithema speratum
Target entity description: Linepithema speratum is a species of ant in the genus Linepithema, a group that includes several small, often invasive Neotropical ants.
  • A. Linepithema piliferum
    Linepithema piliferum is a species of ant in the genus Linepithema, a group of small, often invasive ants native to the Neotropical region.
  • B. Linepithema aztecoides
    Linepithema aztecoides is a species of ant in the genus Linepithema, a group of small, often invasive dolichoderine ants native to the Neotropical region.
  • C. Linepithema dispertitum
    Linepithema dispertitum is a species of ant in the genus Linepithema, a group of small, often invasive dolichoderine ants native to the Neotropical region.
  • D. Linepithema
    Linepithema is a genus of small, often invasive ants best known for including the highly destructive Argentine ant species.
  • E. Linepithema leucomelas
    Linepithema leucomelas is a species of ant in the genus Linepithema, a group of small, often invasive dolichoderine ants native to the Neotropical region.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d9e7d481909d3d5bd241bd68f1 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0180c181b08190a6e8912f4e1da6a0 completed May 11, 2026, 7:09 a.m.
NEDg Description generation batch_6a01834235e88190b842f32bec1a7b61 completed May 11, 2026, 7:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0183c05d508190bed2e82bd2cff222 completed May 11, 2026, 7:22 a.m.
Created at: April 10, 2026, 5:33 a.m.