Triple

T15246930
Position Surface form Disambiguated ID Type / Status
Subject Malibu campus E364406 entity
Predicate locatedNear P294 FINISHED
Object Malibu Bluffs
Malibu Bluffs is a coastal parkland area in Malibu, California, known for its scenic ocean views, open space, and recreational facilities overlooking the Pacific.
E1145638 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: Malibu Bluffs | Statement: [Malibu campus, locatedNear, Malibu Bluffs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malibu Bluffs
Context triple: [Malibu campus, locatedNear, Malibu Bluffs]
  • A. Sunset Cliffs
    Sunset Cliffs is a scenic coastal area in San Diego, California, known for its dramatic oceanfront bluffs, sea caves, and popular sunset views.
  • B. Carpinteria Bluffs
    Carpinteria Bluffs is a coastal bluff and open space area in Carpinteria, California, known for its scenic ocean views, walking trails, and protected natural habitats.
  • C. Malibu Canyon
    Malibu Canyon is a scenic gorge in Southern California known for its rugged landscapes, hiking trails, and proximity to the Pacific Coast near Malibu.
  • D. Tejon Hills
    Tejon Hills is a low, hilly region in south-central California situated near the Tehachapi Mountains, known for its transitional landscapes between the Central Valley and surrounding mountain ranges.
  • E. Angeles Crest
    Angeles Crest is a high mountain pass and scenic route in Southern California known for its winding roads, panoramic views, and access to the San Gabriel Mountains.
  • 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: Malibu Bluffs
Triple: [Malibu campus, locatedNear, Malibu Bluffs]
Generated description
Malibu Bluffs is a coastal parkland area in Malibu, California, known for its scenic ocean views, open space, and recreational facilities overlooking the Pacific.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malibu Bluffs
Target entity description: Malibu Bluffs is a coastal parkland area in Malibu, California, known for its scenic ocean views, open space, and recreational facilities overlooking the Pacific.
  • A. Sunset Cliffs
    Sunset Cliffs is a scenic coastal area in San Diego, California, known for its dramatic oceanfront bluffs, sea caves, and popular sunset views.
  • B. Carpinteria Bluffs
    Carpinteria Bluffs is a coastal bluff and open space area in Carpinteria, California, known for its scenic ocean views, walking trails, and protected natural habitats.
  • C. Malibu Canyon
    Malibu Canyon is a scenic gorge in Southern California known for its rugged landscapes, hiking trails, and proximity to the Pacific Coast near Malibu.
  • D. Tejon Hills
    Tejon Hills is a low, hilly region in south-central California situated near the Tehachapi Mountains, known for its transitional landscapes between the Central Valley and surrounding mountain ranges.
  • E. Angeles Crest
    Angeles Crest is a high mountain pass and scenic route in Southern California known for its winding roads, panoramic views, and access to the San Gabriel Mountains.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f4f9d48190b96a7e0c6993cd69 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd491cd881908bad9660af9b6b8f completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf6ee3f081909553078cd3e9d243 completed May 9, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69fee0016a088190ad87268e035f677e completed May 9, 2026, 7:19 a.m.
Created at: April 10, 2026, 3:13 a.m.