Triple

T1838550
Position Surface form Disambiguated ID Type / Status
Subject James Cameron E41120 entity
Predicate notableWork P4 FINISHED
Object Piranha II: The Spawning
Piranha II: The Spawning is a 1981 low-budget horror film about mutant flying piranhas, often noted as James Cameron’s first feature-length directorial effort.
E206804 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: Piranha II: The Spawning | Statement: [James Cameron, notableWork, Piranha II: The Spawning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Piranha II: The Spawning
Context triple: [James Cameron, notableWork, Piranha II: The Spawning]
  • A. Deep Blue Sea
    Deep Blue Sea is a 1999 science fiction horror film about genetically engineered sharks that terrorize researchers in an underwater facility.
  • B. El Gran Pez
    El Gran Pez is the popular nickname of the Mexican football club Dorados de Sinaloa, reflecting its identity and local cultural ties.
  • C. Los Gusanos
    Los Gusanos was a short-lived rock band formed by Ramones bassist C.J. Ramone that played a harder, more metal-influenced style than his main group.
  • D. Planet Terror
    Planet Terror is a 2007 grindhouse-style zombie action-horror film written and directed by Robert Rodriguez, known for its over-the-top gore, dark humor, and retro exploitation aesthetic.
  • E. Scorpion II
    Scorpion II was a predynastic Egyptian ruler, likely a king of Upper Egypt, who reigned shortly before the unification of Egypt under Narmer.
  • 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: Piranha II: The Spawning
Triple: [James Cameron, notableWork, Piranha II: The Spawning]
Generated description
Piranha II: The Spawning is a 1981 low-budget horror film about mutant flying piranhas, often noted as James Cameron’s first feature-length directorial effort.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Piranha II: The Spawning
Target entity description: Piranha II: The Spawning is a 1981 low-budget horror film about mutant flying piranhas, often noted as James Cameron’s first feature-length directorial effort.
  • A. Deep Blue Sea
    Deep Blue Sea is a 1999 science fiction horror film about genetically engineered sharks that terrorize researchers in an underwater facility.
  • B. El Gran Pez
    El Gran Pez is the popular nickname of the Mexican football club Dorados de Sinaloa, reflecting its identity and local cultural ties.
  • C. Los Gusanos
    Los Gusanos was a short-lived rock band formed by Ramones bassist C.J. Ramone that played a harder, more metal-influenced style than his main group.
  • D. Planet Terror
    Planet Terror is a 2007 grindhouse-style zombie action-horror film written and directed by Robert Rodriguez, known for its over-the-top gore, dark humor, and retro exploitation aesthetic.
  • E. Scorpion II
    Scorpion II was a predynastic Egyptian ruler, likely a king of Upper Egypt, who reigned shortly before the unification of Egypt under Narmer.
  • 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_69a88647f9388190909bc36e795bdaec completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb039cb588190b2626245a7f0bd67 completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9b93cd08190a467b56a0c0bd957 completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcaf078a0819082c4bb48a3820ada completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adce8a68848190ab56f5df7311dbca completed March 8, 2026, 7:31 p.m.
Created at: March 4, 2026, 7:33 p.m.