Triple

T2230507
Position Surface form Disambiguated ID Type / Status
Subject Hamilton E48751 entity
Predicate notableSong P4 FINISHED
Object Helpless
"Helpless" is a romantic R&B-influenced song from the musical *Hamilton*, sung primarily by Eliza Schuyler as she falls in love with Alexander Hamilton.
E245497 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: Helpless | Statement: [Hamilton, notableSong, Helpless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helpless
Context triple: [Hamilton, notableSong, Helpless]
  • A. Helpless
    "Helpless" is a melancholic folk-rock song written by Neil Young, best known for its haunting melody and themes of nostalgia and emotional vulnerability.
  • B. Hopeless
    "Hopeless" is a 1963 pop art painting by Roy Lichtenstein that depicts a tearful, comic-book-style woman in a melodramatic, romantic crisis.
  • C. Fragile
    "Fragile" is a 1971 progressive rock album by the band Yes, featuring Jon Anderson as lead vocalist and known for its complex compositions and iconic cover art.
  • D. Aflitos
    Aflitos is a traditional neighborhood in Recife, Brazil, known for its residential character and the historic Estádio dos Aflitos football stadium.
  • E. Panic Song
    "Panic Song" is an intense, anxiety-themed punk rock track by Green Day from their 1995 album *Insomniac*.
  • 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: Helpless
Triple: [Hamilton, notableSong, Helpless]
Generated description
"Helpless" is a romantic R&B-influenced song from the musical *Hamilton*, sung primarily by Eliza Schuyler as she falls in love with Alexander Hamilton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helpless
Target entity description: "Helpless" is a romantic R&B-influenced song from the musical *Hamilton*, sung primarily by Eliza Schuyler as she falls in love with Alexander Hamilton.
  • A. Helpless
    "Helpless" is a melancholic folk-rock song written by Neil Young, best known for its haunting melody and themes of nostalgia and emotional vulnerability.
  • B. Hopeless
    "Hopeless" is a 1963 pop art painting by Roy Lichtenstein that depicts a tearful, comic-book-style woman in a melodramatic, romantic crisis.
  • C. Fragile
    "Fragile" is a 1971 progressive rock album by the band Yes, featuring Jon Anderson as lead vocalist and known for its complex compositions and iconic cover art.
  • D. Aflitos
    Aflitos is a traditional neighborhood in Recife, Brazil, known for its residential character and the historic Estádio dos Aflitos football stadium.
  • E. Panic Song
    "Panic Song" is an intense, anxiety-themed punk rock track by Green Day from their 1995 album *Insomniac*.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc069e0ac8190bcda8cba9f5c7a5d completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae656a1f788190a08c3283bfedb6f4 completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:47 p.m.