Triple

T1478824
Position Surface form Disambiguated ID Type / Status
Subject Livia Giuggioli E30903 entity
Predicate notableWork P4 FINISHED
Object The True Cost
The True Cost is a documentary film that exposes the environmental and human rights impacts of the global fast fashion industry.
E168976 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 True Cost | Statement: [Livia Giuggioli, notableWork, The True Cost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The True Cost
Context triple: [Livia Giuggioli, notableWork, The True Cost]
  • A. This Changes Everything
    This Changes Everything is a non-fiction book by Naomi Klein that argues climate change is an urgent crisis rooted in capitalism and calls for transformative economic and political change.
  • B. The Women at the Pump
    The Women at the Pump is a novel by Norwegian author Knut Hamsun that portrays the intertwined lives and social dynamics of people in a small coastal town.
  • C. No Is Not Enough
    "No Is Not Enough" is a political book by Naomi Klein that analyzes the rise of Donald Trump and outlines a broader progressive agenda for resisting right‑wing populism and neoliberalism.
  • D. The Rag Trade
    The Rag Trade is a British television sitcom set in a small clothing factory, known for its sharp social satire and strong female characters.
  • E. Stories That Matter
    Stories That Matter is the guiding motto of the Peabody Awards, emphasizing their focus on honoring impactful and socially significant storytelling in media.
  • 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 True Cost
Triple: [Livia Giuggioli, notableWork, The True Cost]
Generated description
The True Cost is a documentary film that exposes the environmental and human rights impacts of the global fast fashion industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The True Cost
Target entity description: The True Cost is a documentary film that exposes the environmental and human rights impacts of the global fast fashion industry.
  • A. This Changes Everything
    This Changes Everything is a non-fiction book by Naomi Klein that argues climate change is an urgent crisis rooted in capitalism and calls for transformative economic and political change.
  • B. The Women at the Pump
    The Women at the Pump is a novel by Norwegian author Knut Hamsun that portrays the intertwined lives and social dynamics of people in a small coastal town.
  • C. No Is Not Enough
    "No Is Not Enough" is a political book by Naomi Klein that analyzes the rise of Donald Trump and outlines a broader progressive agenda for resisting right‑wing populism and neoliberalism.
  • D. The Rag Trade
    The Rag Trade is a British television sitcom set in a small clothing factory, known for its sharp social satire and strong female characters.
  • E. Stories That Matter
    Stories That Matter is the guiding motto of the Peabody Awards, emphasizing their focus on honoring impactful and socially significant storytelling in media.
  • 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c6739d2481909ea8d8e075f62cf3 completed March 1, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15aff1288190a3e36324d975d482 completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad1639e21081908737b51e910ceae3 completed March 8, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad16a98fd08190a14f4d7d6b11f5e8 completed March 8, 2026, 6:26 a.m.
Created at: March 1, 2026, 8:11 p.m.