Triple

T10997650
Position Surface form Disambiguated ID Type / Status
Subject Ben Templesmith E259921 entity
Predicate notableWork P4 FINISHED
Object Singularity 7
Singularity 7 is a science fiction comic series by Ben Templesmith that blends post-apocalyptic themes with his distinctive atmospheric art and storytelling.
 E898822 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: Singularity 7 | Statement: [Ben Templesmith, notableWork, Singularity 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Singularity 7
Context triple: [Ben Templesmith, notableWork, Singularity 7]
  • A. Singularity
    Singularity is a science-fiction first-person shooter video game developed by Raven Software that blends time-manipulation mechanics with action and horror elements.
  • B. The Nexus
    The Nexus was a villainous WWE wrestling stable in 2010 composed of rookies from the first season of NXT who infamously debuted by attacking top stars and disrupting shows.
  • C. Vulcan XH558
    Vulcan XH558 is the last airworthy example of the British Avro Vulcan strategic bomber, preserved and flown as a historic display aircraft until its final retirement.
  • D. Orion Dash
    Orion Dash is a digital-first imprint of the Orion Publishing Group that focuses on commercial fiction and genre titles.
  • E. Sentinel Prime
    Sentinel Prime is a powerful and once-respected Autobot leader who becomes a central antagonist in the Transformers franchise, notably betraying his allies in Transformers: Dark of the Moon.
  • 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: Singularity 7
Triple: [Ben Templesmith, notableWork, Singularity 7]
Generated description
Singularity 7 is a science fiction comic series by Ben Templesmith that blends post-apocalyptic themes with his distinctive atmospheric art and storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Singularity 7
Target entity description: Singularity 7 is a science fiction comic series by Ben Templesmith that blends post-apocalyptic themes with his distinctive atmospheric art and storytelling.
  • A. Singularity
    Singularity is a science-fiction first-person shooter video game developed by Raven Software that blends time-manipulation mechanics with action and horror elements.
  • B. The Nexus
    The Nexus was a villainous WWE wrestling stable in 2010 composed of rookies from the first season of NXT who infamously debuted by attacking top stars and disrupting shows.
  • C. Vulcan XH558
    Vulcan XH558 is the last airworthy example of the British Avro Vulcan strategic bomber, preserved and flown as a historic display aircraft until its final retirement.
  • D. Orion Dash
    Orion Dash is a digital-first imprint of the Orion Publishing Group that focuses on commercial fiction and genre titles.
  • E. Sentinel Prime
    Sentinel Prime is a powerful and once-respected Autobot leader who becomes a central antagonist in the Transformers franchise, notably betraying his allies in Transformers: Dark of the Moon.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d796d20b448190958331705de3a9be completed April 9, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69e34530ada081909dc58ff0261e93e7 completed April 18, 2026, 8:47 a.m.
NEDg Description generation batch_69e3556fd3548190a33f04604be947cf completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e359508a388190a16d48a17015e13e completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:24 p.m.