Triple

T20128916
Position Surface form Disambiguated ID Type / Status
Subject Greg Shephard E490834 entity
Predicate notableWork P4 FINISHED
Object The Act
The Act is a television series featuring Greg Shephard that dramatizes real-life events in a gripping, true-crime narrative format.
E103964 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 Act | Statement: [Greg Shephard, notableWork, The Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Act
Context triple: [Greg Shephard, notableWork, The Act]
  • A. The Act
    The Act is a Hulu true-crime anthology drama series that dramatizes real-life criminal cases, beginning with the story of Gypsy Rose Blanchard and the murder of her mother Dee Dee.
  • B. The Act
    The Act is a 1977 Broadway musical with music by John Kander, lyrics by Fred Ebb, and a star turn by Liza Minnelli.
  • C. The Act (television miniseries)
    The Act is a true-crime drama miniseries that chronicles the abusive relationship between Dee Dee Blanchard and her daughter Gypsy Rose, culminating in Dee Dee’s murder.
  • D. The Rash Act
    The Rash Act is a lesser-known modernist novel by Ford Madox Ford that explores themes of identity, fate, and the psychological consequences of impulsive decisions.
  • E. Act 10
    Act 10 is a controversial Wisconsin law enacted in 2011 that significantly restricted public-sector collective bargaining rights and sparked large-scale protests and legal challenges.
  • 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 Act
Triple: [Greg Shephard, notableWork, The Act]
Generated description
The Act is a television series featuring Greg Shephard that dramatizes real-life events in a gripping, true-crime narrative format.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Act
Target entity description: The Act is a television series featuring Greg Shephard that dramatizes real-life events in a gripping, true-crime narrative format.
  • A. The Act chosen
    The Act is a Hulu true-crime anthology drama series that dramatizes real-life criminal cases, beginning with the story of Gypsy Rose Blanchard and the murder of her mother Dee Dee.
  • B. The Act
    The Act is a 1977 Broadway musical with music by John Kander, lyrics by Fred Ebb, and a star turn by Liza Minnelli.
  • C. The Act (television miniseries)
    The Act is a true-crime drama miniseries that chronicles the abusive relationship between Dee Dee Blanchard and her daughter Gypsy Rose, culminating in Dee Dee’s murder.
  • D. The Rash Act
    The Rash Act is a lesser-known modernist novel by Ford Madox Ford that explores themes of identity, fate, and the psychological consequences of impulsive decisions.
  • E. Act 10
    Act 10 is a controversial Wisconsin law enacted in 2011 that significantly restricted public-sector collective bargaining rights and sparked large-scale protests and legal challenges.
  • F. None of above.

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_69da62651a0c8190a3e05e95e056a66b completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66760b8f08190a66fbb2e9e3925a3 completed April 20, 2026, 5:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082ddbae5481908ee89666afa6296e completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082ed267588190ac209a5f5fcdac16 completed May 16, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_6a082f5360ac8190bdfe653cb48c6ecb completed May 16, 2026, 8:48 a.m.
Created at: April 11, 2026, 11:31 p.m.