Triple

T16580322
Position Surface form Disambiguated ID Type / Status
Subject The Pandorica Opens E402810 entity
Predicate featuresEnemy P18264 FINISHED
Object Roboforms
Roboforms are robotic humanoid soldiers from the Doctor Who universe, often used as disposable foot soldiers or disguises by more powerful alien villains.
 E1221513 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: Roboforms | Statement: [The Pandorica Opens, featuresEnemy, Roboforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roboforms
Context triple: [The Pandorica Opens, featuresEnemy, Roboforms]
  • A. Zoho Forms
    Zoho Forms is an online form builder and data collection tool that lets users create, share, and manage forms and surveys with integrated workflows and analytics.
  • B. Typeform
    Typeform is an online platform for creating interactive, conversational forms, surveys, and quizzes that emphasize user-friendly design and engagement.
  • C. Microsoft Forms
    Microsoft Forms is a web-based application from Microsoft that lets users easily create surveys, quizzes, and polls and collect responses in real time.
  • D. Google Forms
    Google Forms is a web-based application for creating, distributing, and analyzing online surveys, quizzes, and data collection forms.
  • E. New Form Digital
    New Form Digital is a digital-first entertainment studio known for developing and producing original online and streaming series.
  • 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: Roboforms
Triple: [The Pandorica Opens, featuresEnemy, Roboforms]
Generated description
Roboforms are robotic humanoid soldiers from the Doctor Who universe, often used as disposable foot soldiers or disguises by more powerful alien villains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roboforms
Target entity description: Roboforms are robotic humanoid soldiers from the Doctor Who universe, often used as disposable foot soldiers or disguises by more powerful alien villains.
  • A. Zoho Forms
    Zoho Forms is an online form builder and data collection tool that lets users create, share, and manage forms and surveys with integrated workflows and analytics.
  • B. Typeform
    Typeform is an online platform for creating interactive, conversational forms, surveys, and quizzes that emphasize user-friendly design and engagement.
  • C. Microsoft Forms
    Microsoft Forms is a web-based application from Microsoft that lets users easily create surveys, quizzes, and polls and collect responses in real time.
  • D. Google Forms
    Google Forms is a web-based application for creating, distributing, and analyzing online surveys, quizzes, and data collection forms.
  • E. New Form Digital
    New Form Digital is a digital-first entertainment studio known for developing and producing original online and streaming series.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35960834c819080eed0c9f32b881d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ef0bc4c8190b06b03c06d344abf completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006ff5bdb88190be90d7446e24b61f completed May 10, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a007088fd988190b3dfef081769d03e completed May 10, 2026, 11:48 a.m.
Created at: April 10, 2026, 5:16 a.m.