Triple

T8433248
Position Surface form Disambiguated ID Type / Status
Subject Gamora E199165 entity
Predicate species P87 FINISHED
Object Zen-Whoberian
Zen-Whoberians are a fictional alien humanoid species in the Marvel universe, best known through the character Gamora and characterized by their green skin, enhanced physical abilities, and warrior culture.
E734023 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: Zen-Whoberian | Statement: [Gamora, species, Zen-Whoberian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zen-Whoberian
Context triple: [Gamora, species, Zen-Whoberian]
  • A. Heiga Zen
    Heiga Zen is a researcher in speech synthesis and machine learning, known for helping develop Google's WaveNet neural network for generating raw audio.
  • B. ZEN
    ZEN is the stock ticker symbol for Zendesk, a customer service and engagement software company.
  • C. Zen
    Zen is a British television crime drama series based on Michael Dibdin’s Aurelio Zen detective novels, produced by Left Bank Pictures.
  • D. Zen
    Zen is AMD's high-performance x86 CPU microarchitecture that underpins its modern EPYC server processors and Ryzen desktop chips.
  • E. Everything Zen
    "Everything Zen" is the debut single by British rock band Bush, known for its grunge-influenced sound and role in establishing the group's popularity in the mid-1990s.
  • 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: Zen-Whoberian
Triple: [Gamora, species, Zen-Whoberian]
Generated description
Zen-Whoberians are a fictional alien humanoid species in the Marvel universe, best known through the character Gamora and characterized by their green skin, enhanced physical abilities, and warrior culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zen-Whoberian
Target entity description: Zen-Whoberians are a fictional alien humanoid species in the Marvel universe, best known through the character Gamora and characterized by their green skin, enhanced physical abilities, and warrior culture.
  • A. Heiga Zen
    Heiga Zen is a researcher in speech synthesis and machine learning, known for helping develop Google's WaveNet neural network for generating raw audio.
  • B. ZEN
    ZEN is the stock ticker symbol for Zendesk, a customer service and engagement software company.
  • C. Zen
    Zen is a British television crime drama series based on Michael Dibdin’s Aurelio Zen detective novels, produced by Left Bank Pictures.
  • D. Zen
    Zen is AMD's high-performance x86 CPU microarchitecture that underpins its modern EPYC server processors and Ryzen desktop chips.
  • E. Everything Zen
    "Everything Zen" is the debut single by British rock band Bush, known for its grunge-influenced sound and role in establishing the group's popularity in the mid-1990s.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a74d948190abd76e7a6efb42ec completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1d673ed48190abf765c203ed2a0f completed April 2, 2026, 7:40 a.m.
NEDg Description generation batch_69ce1e6e83008190a4c2f796928882c1 completed April 2, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_69ce1f3d46f48190be7b494e808a70f9 completed April 2, 2026, 7:48 a.m.
Created at: March 30, 2026, 6:07 p.m.