Triple

T3285719
Position Surface form Disambiguated ID Type / Status
Subject B.P.R.D. E68975 entity
Predicate notableStoryline P7331 FINISHED
Object Plague of Frogs arc
The Plague of Frogs arc is a major B.P.R.D. comic storyline in the Hellboy universe that follows the Bureau’s battle against a devastating frog-monster apocalypse and marks a turning point in the series’ overarching mythos.
E344085 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: Plague of Frogs arc | Statement: [B.P.R.D., notableStoryline, Plague of Frogs arc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plague of Frogs arc
Context triple: [B.P.R.D., notableStoryline, Plague of Frogs arc]
  • A. Kakushōkaku
    Kakushōkaku is a historic Japanese-style residence located within Yokohama’s Sankeien Garden, known for its traditional architecture and scenic views over the landscaped grounds.
  • B. Destruction of the Seven Cities
    The Destruction of the Seven Cities was a series of late 16th- and early 17th-century Mapuche uprisings in southern Chile that wiped out several Spanish colonial settlements and reshaped the region’s colonial frontier.
  • C. Okutama
    Okutama is a mountainous town in western Tokyo, Japan, known for its forests, lakes, and outdoor recreation areas at the headwaters of the Tama River.
  • D. Oreshura
    Oreshura is a Japanese romantic comedy light novel and anime series that follows a high school boy roped into a fake relationship with a popular girl to fend off unwanted romantic attention.
  • E. Ōkagami
    Ōkagami is a Japanese historical tale (rekishi monogatari) that offers a semi-fictionalized chronicle of court politics and aristocratic life surrounding the Fujiwara clan during the Heian period.
  • 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: Plague of Frogs arc
Triple: [B.P.R.D., notableStoryline, Plague of Frogs arc]
Generated description
The Plague of Frogs arc is a major B.P.R.D. comic storyline in the Hellboy universe that follows the Bureau’s battle against a devastating frog-monster apocalypse and marks a turning point in the series’ overarching mythos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plague of Frogs arc
Target entity description: The Plague of Frogs arc is a major B.P.R.D. comic storyline in the Hellboy universe that follows the Bureau’s battle against a devastating frog-monster apocalypse and marks a turning point in the series’ overarching mythos.
  • A. Kakushōkaku
    Kakushōkaku is a historic Japanese-style residence located within Yokohama’s Sankeien Garden, known for its traditional architecture and scenic views over the landscaped grounds.
  • B. Destruction of the Seven Cities
    The Destruction of the Seven Cities was a series of late 16th- and early 17th-century Mapuche uprisings in southern Chile that wiped out several Spanish colonial settlements and reshaped the region’s colonial frontier.
  • C. Okutama
    Okutama is a mountainous town in western Tokyo, Japan, known for its forests, lakes, and outdoor recreation areas at the headwaters of the Tama River.
  • D. Oreshura
    Oreshura is a Japanese romantic comedy light novel and anime series that follows a high school boy roped into a fake relationship with a popular girl to fend off unwanted romantic attention.
  • E. Ōkagami
    Ōkagami is a Japanese historical tale (rekishi monogatari) that offers a semi-fictionalized chronicle of court politics and aristocratic life surrounding the Fujiwara clan during the Heian period.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb03918c48190987d7cfd3bda9716 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e85b6a1081908581b2040b8ce261 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e9783918819085ea73a8ed815f65 completed March 12, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69b2ea0189948190b1dab60aecf04b73 completed March 12, 2026, 4:29 p.m.
Created at: March 8, 2026, 3:10 p.m.