Triple

T19550316
Position Surface form Disambiguated ID Type / Status
Subject All Time Low E489182 entity
Predicate notableWork P4 FINISHED
Object Future Hearts
Future Hearts is a pop-punk studio album by American rock band All Time Low, known for its polished production and catchy, anthemic songs.
E1382498 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: Future Hearts | Statement: [All Time Low, notableWork, Future Hearts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Future Hearts
Context triple: [All Time Low, notableWork, Future Hearts]
  • A. Foundation of Hearts
    Foundation of Hearts is a fan-owned organization that holds and safeguards the majority ownership of Scottish football club Heart of Midlothian, representing the club’s supporters in its governance.
  • B. Floating Hearts
    "Floating Hearts" is a song featured on the album *No Sound But a Heart* by Sheena Easton.
  • C. Open Hearts
    Open Hearts is a 2002 Danish drama film directed by Susanne Bier that explores the emotional fallout of a life-altering accident on two couples.
  • D. Heart and Souls
    Heart and Souls is a 1993 fantasy-comedy film about a man who is guided through life by four friendly ghosts seeking to complete their unfinished business.
  • E. Our Missing Hearts
    Our Missing Hearts is a dystopian novel by Celeste Ng that explores authoritarianism, censorship, and the power of stories through the bond between a mother and her son.
  • 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: Future Hearts
Triple: [All Time Low, notableWork, Future Hearts]
Generated description
Future Hearts is a pop-punk studio album by American rock band All Time Low, known for its polished production and catchy, anthemic songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Future Hearts
Target entity description: Future Hearts is a pop-punk studio album by American rock band All Time Low, known for its polished production and catchy, anthemic songs.
  • A. Foundation of Hearts
    Foundation of Hearts is a fan-owned organization that holds and safeguards the majority ownership of Scottish football club Heart of Midlothian, representing the club’s supporters in its governance.
  • B. Floating Hearts
    "Floating Hearts" is a song featured on the album *No Sound But a Heart* by Sheena Easton.
  • C. Open Hearts
    Open Hearts is a 2002 Danish drama film directed by Susanne Bier that explores the emotional fallout of a life-altering accident on two couples.
  • D. Heart and Souls
    Heart and Souls is a 1993 fantasy-comedy film about a man who is guided through life by four friendly ghosts seeking to complete their unfinished business.
  • E. Our Missing Hearts
    Our Missing Hearts is a dystopian novel by Celeste Ng that explores authoritarianism, censorship, and the power of stories through the bond between a mother and her son.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d2feed48190ad49f64980dc885f completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e8c84b88190be1790514c9c5481 completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074f5df2c0819096c05a61b03d5145 completed May 15, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_6a07550147048190937b71f7f4d116cd completed May 15, 2026, 5:16 p.m.
Created at: April 10, 2026, 1:41 p.m.