Triple

T15356850
Position Surface form Disambiguated ID Type / Status
Subject Batman Family E367186 entity
Predicate includesMember P3401 FINISHED
Object Spoiler
Spoiler is the vigilante alter ego of Stephanie Brown, a recurring ally of Batman known for her roles as both Robin and Batgirl in DC Comics.
 E1151998 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: Spoiler | Statement: [Batman Family, includesMember, Spoiler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spoiler
Context triple: [Batman Family, includesMember, Spoiler]
  • A. The Spoilers
    "The Spoilers" is a classic early 20th-century American Western story, best known through its multiple film adaptations depicting corruption and conflict in the Alaskan gold rush era.
  • B. Don’t Spoil It
    "Don’t Spoil It" is a track from the collaborative hip-hop album "Czarface Meets Metal Face" by Czarface and MF DOOM.
  • C. The Element of Surprise
    The Element of Surprise is a hip-hop album by the Wu-Tang Clan-affiliated group Sunz of Man, showcasing their gritty, spiritual, and lyrically dense style.
  • D. No Surprize
    "No Surprize" is a rock song by Aerosmith, known for its autobiographical lyrics about the band’s early struggles and music industry experiences.
  • E. Hints
    Hints is a small rural village in Staffordshire, England, known for its countryside setting and historic parish church.
  • 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: Spoiler
Triple: [Batman Family, includesMember, Spoiler]
Generated description
Spoiler is the vigilante alter ego of Stephanie Brown, a recurring ally of Batman known for her roles as both Robin and Batgirl in DC Comics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spoiler
Target entity description: Spoiler is the vigilante alter ego of Stephanie Brown, a recurring ally of Batman known for her roles as both Robin and Batgirl in DC Comics.
  • A. The Spoilers
    "The Spoilers" is a classic early 20th-century American Western story, best known through its multiple film adaptations depicting corruption and conflict in the Alaskan gold rush era.
  • B. Don’t Spoil It
    "Don’t Spoil It" is a track from the collaborative hip-hop album "Czarface Meets Metal Face" by Czarface and MF DOOM.
  • C. The Element of Surprise
    The Element of Surprise is a hip-hop album by the Wu-Tang Clan-affiliated group Sunz of Man, showcasing their gritty, spiritual, and lyrically dense style.
  • D. No Surprize
    "No Surprize" is a rock song by Aerosmith, known for its autobiographical lyrics about the band’s early struggles and music industry experiences.
  • E. Hints
    Hints is a small rural village in Staffordshire, England, known for its countryside setting and historic parish church.
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e2c00648190ae2325e1ee58dcfd completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff020244e881909c1d1c295dc82e49 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff0292e8288190bc46eaf4db57424b completed May 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ff043582fc8190a819de8b2e2d8d40 completed May 9, 2026, 9:53 a.m.
Created at: April 10, 2026, 3:18 a.m.