Triple

T9787956
Position Surface form Disambiguated ID Type / Status
Subject Joan Cusack E237534 entity
Predicate characterInWork P12208 FINISHED
Object Sheila Jackson in Shameless (US TV series)
Sheila Jackson is an agoraphobic, eccentric, and well-meaning neighbor of the Gallagher family whose personal struggles and unconventional behavior provide both comic relief and emotional depth in the U.S. version of Shameless.
E821034 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: Sheila Jackson in Shameless (US TV series) | Statement: [Joan Cusack, characterInWork, Sheila Jackson in Shameless (US TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheila Jackson in Shameless (US TV series)
Context triple: [Joan Cusack, characterInWork, Sheila Jackson in Shameless (US TV series)]
  • A. Hakeem Campbell in "Moesha"
    Hakeem Campbell is a main character on the sitcom "Moesha," known as Moesha's loyal, food-loving best friend and eventual love interest.
  • B. Emmett Washington in The Chi
    Emmett Washington in *The Chi* is a central character whose journey from carefree young father to responsible businessman and community figure anchors much of the series’ emotional and dramatic narrative.
  • C. Zaria Peterson in The Parent 'Hood
    Zaria Peterson in *The Parent 'Hood* is the teenage daughter in the Peterson family, known for her smart, independent, and sometimes rebellious personality in the 1990s sitcom.
  • D. Sanaa Lathan as Beneatha Younger
    Sanaa Lathan as Beneatha Younger refers to the acclaimed performance by actress Sanaa Lathan in the 2008 television adaptation of Lorraine Hansberry’s classic play "A Raisin in the Sun," where she portrays the ambitious and idealistic younger sister in the Younger family.
  • E. Santita Jackson
    Santita Jackson is an American singer, political commentator, and activist who frequently appears on television and radio, and is the daughter of civil rights leader Jesse Jackson.
  • 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: Sheila Jackson in Shameless (US TV series)
Triple: [Joan Cusack, characterInWork, Sheila Jackson in Shameless (US TV series)]
Generated description
Sheila Jackson is an agoraphobic, eccentric, and well-meaning neighbor of the Gallagher family whose personal struggles and unconventional behavior provide both comic relief and emotional depth in the U.S. version of Shameless.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheila Jackson in Shameless (US TV series)
Target entity description: Sheila Jackson is an agoraphobic, eccentric, and well-meaning neighbor of the Gallagher family whose personal struggles and unconventional behavior provide both comic relief and emotional depth in the U.S. version of Shameless.
  • A. Hakeem Campbell in "Moesha"
    Hakeem Campbell is a main character on the sitcom "Moesha," known as Moesha's loyal, food-loving best friend and eventual love interest.
  • B. Emmett Washington in The Chi
    Emmett Washington in *The Chi* is a central character whose journey from carefree young father to responsible businessman and community figure anchors much of the series’ emotional and dramatic narrative.
  • C. Zaria Peterson in The Parent 'Hood
    Zaria Peterson in *The Parent 'Hood* is the teenage daughter in the Peterson family, known for her smart, independent, and sometimes rebellious personality in the 1990s sitcom.
  • D. Sanaa Lathan as Beneatha Younger
    Sanaa Lathan as Beneatha Younger refers to the acclaimed performance by actress Sanaa Lathan in the 2008 television adaptation of Lorraine Hansberry’s classic play "A Raisin in the Sun," where she portrays the ambitious and idealistic younger sister in the Younger family.
  • E. Santita Jackson
    Santita Jackson is an American singer, political commentator, and activist who frequently appears on television and radio, and is the daughter of civil rights leader Jesse Jackson.
  • 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_69ca84da927881909bda80caecad6010 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda2131164819099e8644e40a3cab6 completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c427cb2c81909fce8e1958ab3282 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c55c25d48190a73deee049130f05 completed April 5, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69d1c5dd88488190a9444bf473472276 completed April 5, 2026, 2:15 a.m.
Created at: March 30, 2026, 8:27 p.m.