Triple

T18030236
Position Surface form Disambiguated ID Type / Status
Subject Letters from Birmingham E431365 entity
Predicate follows P134 FINISHED
Object Love Is
Love Is is a romantic drama film that explores the complexities of relationships and emotional connection.
E1304155 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: Love Is | Statement: [Letters from Birmingham, follows, Love Is]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love Is
Context triple: [Letters from Birmingham, follows, Love Is]
  • A. Love Is
    "Love Is" is an R&B studio album by American singer and American Idol winner Ruben Studdard.
  • B. Love Is
    "Love Is" is a song featured on the album *Love Letter*, likely thematically centered on exploring the nature and emotions of love.
  • C. Love Is a Song
    "Love Is a Song" is a classic Disney song featured in the 1942 animated film Bambi, known for its gentle, lyrical celebration of love and nature.
  • D. Love Is On
    "Love Is On" is a marketing slogan used by Revlon to promote its beauty and cosmetics products with a focus on passion, romance, and emotional connection.
  • E. Your Love
    "Your Love" is a pop and R&B song best known as a hit single co-written and produced by Pop Wansel.
  • 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: Love Is
Triple: [Letters from Birmingham, follows, Love Is]
Generated description
Love Is is a romantic drama film that explores the complexities of relationships and emotional connection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Love Is
Target entity description: Love Is is a romantic drama film that explores the complexities of relationships and emotional connection.
  • A. Love Is
    "Love Is" is an R&B studio album by American singer and American Idol winner Ruben Studdard.
  • B. Love Is
    "Love Is" is a song featured on the album *Love Letter*, likely thematically centered on exploring the nature and emotions of love.
  • C. Love Is a Song
    "Love Is a Song" is a classic Disney song featured in the 1942 animated film Bambi, known for its gentle, lyrical celebration of love and nature.
  • D. Love Is On
    "Love Is On" is a marketing slogan used by Revlon to promote its beauty and cosmetics products with a focus on passion, romance, and emotional connection.
  • E. Your Love
    "Your Love" is a pop and R&B song best known as a hit single co-written and produced by Pop Wansel.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be347f6c8190b324fe74b7dc1764 completed April 19, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03565e7f4881908fdcb4394ab09797 completed May 12, 2026, 4:33 p.m.
NEDg Description generation batch_6a03589328448190a1d776018610fb68 completed May 12, 2026, 4:42 p.m.
NED2 Entity disambiguation (via description) batch_6a03594315648190b81c06661a061f42 completed May 12, 2026, 4:45 p.m.
Created at: April 10, 2026, 10:25 a.m.