Triple

T5742815
Position Surface form Disambiguated ID Type / Status
Subject Jaume Collet-Serra E126655 entity
Predicate directed P7373 FINISHED
Object The Shallows (2016 film)
The Shallows is a 2016 survival thriller film about a young surfer stranded on a rock just off a secluded beach who must outwit a relentless great white shark to survive.
 E545959 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: The Shallows (2016 film) | Statement: [Jaume Collet-Serra, directed, The Shallows (2016 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Shallows (2016 film)
Context triple: [Jaume Collet-Serra, directed, The Shallows (2016 film)]
  • A. 47 Meters Down: Uncaged
    47 Meters Down: Uncaged is a 2019 survival horror film about a group of teenage girls trapped by sharks in an underwater Mayan city.
  • B. The Cove
    The Cove is a tranquil, tucked-away area along Chicago’s Riverwalk known for its seating, river views, and relaxed atmosphere.
  • C. The Cove
    The Cove is an Oscar-winning 2009 documentary film that exposes the secret dolphin hunting practices in Taiji, Japan, and raises broader concerns about marine conservation and animal rights.
  • D. Deep Blue Sea
    Deep Blue Sea is a 1999 science fiction horror film about genetically engineered sharks that terrorize researchers in an underwater facility.
  • E. Beaches (2017 film)
    Beaches (2017 film) is a Lifetime television drama remake of the 1988 film, starring Idina Menzel and Nia Long as lifelong friends navigating love, loss, and enduring friendship.
  • 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: The Shallows (2016 film)
Triple: [Jaume Collet-Serra, directed, The Shallows (2016 film)]
Generated description
The Shallows is a 2016 survival thriller film about a young surfer stranded on a rock just off a secluded beach who must outwit a relentless great white shark to survive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Shallows (2016 film)
Target entity description: The Shallows is a 2016 survival thriller film about a young surfer stranded on a rock just off a secluded beach who must outwit a relentless great white shark to survive.
  • A. 47 Meters Down: Uncaged
    47 Meters Down: Uncaged is a 2019 survival horror film about a group of teenage girls trapped by sharks in an underwater Mayan city.
  • B. The Cove
    The Cove is an Oscar-winning 2009 documentary film that exposes the secret dolphin hunting practices in Taiji, Japan, and raises broader concerns about marine conservation and animal rights.
  • C. The Cove
    The Cove is a tranquil, tucked-away area along Chicago’s Riverwalk known for its seating, river views, and relaxed atmosphere.
  • D. Deep Blue Sea
    Deep Blue Sea is a 1999 science fiction horror film about genetically engineered sharks that terrorize researchers in an underwater facility.
  • E. Beaches (2017 film)
    Beaches (2017 film) is a Lifetime television drama remake of the 1988 film, starring Idina Menzel and Nia Long as lifelong friends navigating love, loss, and enduring friendship.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c025852a2c819080521e5b98c00bdc completed March 22, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e2196e08190a38e1c6871e71acd completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c088eaf20c8190a8ed785ebab047af completed March 23, 2026, 12:27 a.m.
NED2 Entity disambiguation (via description) batch_69c08945dd48819096453dc14fda13d0 completed March 23, 2026, 12:28 a.m.
Created at: March 22, 2026, 3:48 p.m.