Triple

T5827356
Position Surface form Disambiguated ID Type / Status
Subject Espheni E129259 entity
Predicate enemyOf P437 FINISHED
Object Weaver
Weaver is a central human resistance leader and military commander in the science fiction TV series "Falling Skies," known for his fierce opposition to the alien Espheni invaders.
 E546705 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: Weaver | Statement: [Espheni, enemyOf, Weaver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Weaver
Context triple: [Espheni, enemyOf, Weaver]
  • A. Weaver
    Weaver is a common English occupational surname historically given to people who worked as weavers of cloth or textiles.
  • B. The Weaver
    "The Weaver" is a genre painting by Dutch Golden Age artist Abraham Bloemaert, depicting a craftsman at work and exemplifying his detailed, realistic portrayal of everyday life.
  • C. Boyet
    Boyet is a witty and perceptive French lord in Shakespeare’s comedy "Love’s Labour’s Lost," serving as an attendant and advisor to the Princess of France.
  • D. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • E. Bramble
    Bramble is a modern classic gin-based cocktail typically made with lemon juice, sugar syrup, and blackberry liqueur, served over crushed ice.
  • 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: Weaver
Triple: [Espheni, enemyOf, Weaver]
Generated description
Weaver is a central human resistance leader and military commander in the science fiction TV series "Falling Skies," known for his fierce opposition to the alien Espheni invaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Weaver
Target entity description: Weaver is a central human resistance leader and military commander in the science fiction TV series "Falling Skies," known for his fierce opposition to the alien Espheni invaders.
  • A. Weaver
    Weaver is a common English occupational surname historically given to people who worked as weavers of cloth or textiles.
  • B. The Weaver
    "The Weaver" is a genre painting by Dutch Golden Age artist Abraham Bloemaert, depicting a craftsman at work and exemplifying his detailed, realistic portrayal of everyday life.
  • C. Boyet
    Boyet is a witty and perceptive French lord in Shakespeare’s comedy "Love’s Labour’s Lost," serving as an attendant and advisor to the Princess of France.
  • D. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • E. Bramble
    Bramble is a modern classic gin-based cocktail typically made with lemon juice, sugar syrup, and blackberry liqueur, served over crushed ice.
  • 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_69c00849d55481908b4f9f5543e0bf6d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0341df8dc8190871af068e1f927a2 completed March 22, 2026, 6:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985e3e748190abcc226abdcdb4b5 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c098f50d2881908a17e82f3755e13f completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c099577608819097b5df1cb1351a56 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:53 p.m.