Triple

T6537707
Position Surface form Disambiguated ID Type / Status
Subject Julia Phillips E168205 entity
Predicate wrote P2831 FINISHED
Object You’ll Never Eat Lunch in This Town Again
"You’ll Never Eat Lunch in This Town Again" is a candid, bestselling memoir by Hollywood producer Julia Phillips that exposes the inner workings, scandals, and power dynamics of the film industry in the 1970s and 1980s.
 E605792 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: You’ll Never Eat Lunch in This Town Again | Statement: [Julia Phillips, wrote, You’ll Never Eat Lunch in This Town Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: You’ll Never Eat Lunch in This Town Again
Context triple: [Julia Phillips, wrote, You’ll Never Eat Lunch in This Town Again]
  • A. Get Out of Town
    "Get Out of Town" is a popular Cole Porter song, notably recorded by Ella Fitzgerald on her acclaimed Cole Porter songbook album.
  • B. Eat It
    "Eat It" is a 1984 comedy parody song by "Weird Al" Yankovic that humorously imitates Michael Jackson's "Beat It" by focusing on picky eating and food-related jokes.
  • C. Her Town Too
    "Her Town Too" is a 1981 soft rock song by James Taylor (with J.D. Souther) known for its reflective lyrics about the emotional fallout of a breakup.
  • D. Talk of the Town
    Talk of the Town is a long-running, signature front-of-the-book section of The New Yorker known for its short, witty, and observational pieces on New York City life and culture.
  • E. Eat Your Young
    "Eat Your Young" is a 2023 song by Irish musician Hozier that blends soulful vocals with dark, socially charged lyrics.
  • 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: You’ll Never Eat Lunch in This Town Again
Triple: [Julia Phillips, wrote, You’ll Never Eat Lunch in This Town Again]
Generated description
"You’ll Never Eat Lunch in This Town Again" is a candid, bestselling memoir by Hollywood producer Julia Phillips that exposes the inner workings, scandals, and power dynamics of the film industry in the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: You’ll Never Eat Lunch in This Town Again
Target entity description: "You’ll Never Eat Lunch in This Town Again" is a candid, bestselling memoir by Hollywood producer Julia Phillips that exposes the inner workings, scandals, and power dynamics of the film industry in the 1970s and 1980s.
  • A. Get Out of Town
    "Get Out of Town" is a popular Cole Porter song, notably recorded by Ella Fitzgerald on her acclaimed Cole Porter songbook album.
  • B. Eat It
    "Eat It" is a 1984 comedy parody song by "Weird Al" Yankovic that humorously imitates Michael Jackson's "Beat It" by focusing on picky eating and food-related jokes.
  • C. Her Town Too
    "Her Town Too" is a 1981 soft rock song by James Taylor (with J.D. Souther) known for its reflective lyrics about the emotional fallout of a breakup.
  • D. Talk of the Town
    Talk of the Town is a long-running, signature front-of-the-book section of The New Yorker known for its short, witty, and observational pieces on New York City life and culture.
  • E. Eat Your Young
    "Eat Your Young" is a 2023 song by Irish musician Hozier that blends soulful vocals with dark, socially charged lyrics.
  • 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_69c68a51564081909e93aee0dbd9cca3 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6add33acc8190bb0a9531648198f2 completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d5389fac8190bbad946de79d6086 completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d6dad26481908ac4bc0ed703091b completed March 27, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69c6d833d84c819083ffc81bda7d35d4 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:49 p.m.