Triple

T11793921
Position Surface form Disambiguated ID Type / Status
Subject GMA Films E280456 entity
Predicate notableWork P4 FINISHED
Object Let the Love Begin
Let the Love Begin is a 2005 Filipino romantic drama film starring Richard Gutierrez and Angel Locsin, known for its popular love story and hit theme song.
 E946964 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: Let the Love Begin | Statement: [GMA Films, notableWork, Let the Love Begin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Let the Love Begin
Context triple: [GMA Films, notableWork, Let the Love Begin]
  • A. Only Love
    "Only Love" is a popular song performed by Greek singer Nana Mouskouri that became one of her signature international hits.
  • B. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • C. Making Love
    "Making Love" is a 1982 romantic drama film notable for its then-groundbreaking portrayal of a gay relationship in mainstream American cinema.
  • D. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • E. Let Love
    Let Love is a music project or release associated with Boom Bishop, recognized as a notable work in his career.
  • 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: Let the Love Begin
Triple: [GMA Films, notableWork, Let the Love Begin]
Generated description
Let the Love Begin is a 2005 Filipino romantic drama film starring Richard Gutierrez and Angel Locsin, known for its popular love story and hit theme song.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Let the Love Begin
Target entity description: Let the Love Begin is a 2005 Filipino romantic drama film starring Richard Gutierrez and Angel Locsin, known for its popular love story and hit theme song.
  • A. Only Love
    "Only Love" is a popular song performed by Greek singer Nana Mouskouri that became one of her signature international hits.
  • B. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • C. Making Love
    "Making Love" is a 1982 romantic drama film notable for its then-groundbreaking portrayal of a gay relationship in mainstream American cinema.
  • D. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • E. Let Love
    Let Love is a music project or release associated with Boom Bishop, recognized as a notable work in his career.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a082d08190a42541396a06ed98 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f09115c66c8190b0a3e775bdf575c1 completed April 28, 2026, 10:51 a.m.
NEDg Description generation batch_69f0bd40108c8190863a60cf01cc7201 completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef7e9f388190b33f6c16abadfde9 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.