Triple

T6731029
Position Surface form Disambiguated ID Type / Status
Subject Mass Effect E153632 entity
Predicate recurringSpecies P7733 FINISHED
Object quarians
Quarians are a nomadic, technologically adept alien race in the Mass Effect series, known for their fragile immune systems, full-body environmental suits, and fraught history with their synthetic creations, the geth.
 E616007 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: quarians | Statement: [Mass Effect, recurringSpecies, quarians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: quarians
Context triple: [Mass Effect, recurringSpecies, quarians]
  • A. Klingons
    Klingons are a warrior race in the Star Trek universe known for their strict honor code, martial culture, and distinctive ridged foreheads.
  • B. Sontarans
    The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
  • C. Bajorans
    Bajorans are a deeply spiritual humanoid species in the Star Trek universe, known for their rich cultural heritage, religious devotion to the Prophets, and long struggle against Cardassian occupation.
  • D. the Vidiians
    The Vidiians are a technologically advanced but morally compromised alien species in Star Trek: Voyager, infamous for harvesting organs from other beings to combat a devastating phage that ravages their bodies.
  • E. Na'vi
    The Na'vi are a blue-skinned, sapient humanoid species indigenous to the moon Pandora in the Avatar film franchise, known for their deep spiritual connection to nature and the deity Eywa.
  • 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: quarians
Triple: [Mass Effect, recurringSpecies, quarians]
Generated description
Quarians are a nomadic, technologically adept alien race in the Mass Effect series, known for their fragile immune systems, full-body environmental suits, and fraught history with their synthetic creations, the geth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: quarians
Target entity description: Quarians are a nomadic, technologically adept alien race in the Mass Effect series, known for their fragile immune systems, full-body environmental suits, and fraught history with their synthetic creations, the geth.
  • A. Klingons
    Klingons are a warrior race in the Star Trek universe known for their strict honor code, martial culture, and distinctive ridged foreheads.
  • B. Sontarans
    The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
  • C. Bajorans
    Bajorans are a deeply spiritual humanoid species in the Star Trek universe, known for their rich cultural heritage, religious devotion to the Prophets, and long struggle against Cardassian occupation.
  • D. the Vidiians
    The Vidiians are a technologically advanced but morally compromised alien species in Star Trek: Voyager, infamous for harvesting organs from other beings to combat a devastating phage that ravages their bodies.
  • E. Na'vi
    The Na'vi are a blue-skinned, sapient humanoid species indigenous to the moon Pandora in the Avatar film franchise, known for their deep spiritual connection to nature and the deity Eywa.
  • 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7c94bac8190ae4b236d1b04bec9 completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b029960819090de37c99e80ceb9 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70bf3e2fc8190bc5d044b890ddc02 completed March 27, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69c70cece560819099b488a95a3c79c5 completed March 27, 2026, 11:04 p.m.
Created at: March 27, 2026, 2:09 p.m.