Triple
T16415860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall Herskovitz |
E398681
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Quarterlife
Quarterlife is an American web and television drama series created by Marshall Herskovitz and Edward Zwick that follows a group of twentysomethings navigating post-college life and relationships.
|
E1211378
|
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: Quarterlife | Statement: [Marshall Herskovitz, notableWork, Quarterlife]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quarterlife Context triple: [Marshall Herskovitz, notableWork, Quarterlife]
-
A.
Otherhood
Otherhood is a 2019 Netflix comedy film about three suburban mothers who travel to New York City to reconnect with their adult sons.
-
B.
Married Life
Married Life is a 2007 period drama film about a middle-aged man's plan to murder his wife after falling in love with another woman, blending dark humor with themes of love, betrayal, and moral ambiguity.
-
C.
Couplehood
"Couplehood" is a humorous essay collection by comedian and actor Paul Reiser that explores the quirks and challenges of romantic relationships.
-
D.
Domestic Bliss
Domestic Bliss is a track from Joni Mitchell’s 1988 album "Chalk Mark in a Rain Storm," known for its reflective lyrics and sophisticated, jazz-influenced sound.
-
E.
The Simple Life
The Simple Life is an early-2000s American reality TV series that followed socialites Paris Hilton and Nicole Richie as they attempted to live and work in everyday, blue-collar environments.
- 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: Quarterlife Triple: [Marshall Herskovitz, notableWork, Quarterlife]
Generated description
Quarterlife is an American web and television drama series created by Marshall Herskovitz and Edward Zwick that follows a group of twentysomethings navigating post-college life and relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quarterlife Target entity description: Quarterlife is an American web and television drama series created by Marshall Herskovitz and Edward Zwick that follows a group of twentysomethings navigating post-college life and relationships.
-
A.
Otherhood
Otherhood is a 2019 Netflix comedy film about three suburban mothers who travel to New York City to reconnect with their adult sons.
-
B.
Married Life
Married Life is a 2007 period drama film about a middle-aged man's plan to murder his wife after falling in love with another woman, blending dark humor with themes of love, betrayal, and moral ambiguity.
-
C.
Couplehood
"Couplehood" is a humorous essay collection by comedian and actor Paul Reiser that explores the quirks and challenges of romantic relationships.
-
D.
Domestic Bliss
Domestic Bliss is a track from Joni Mitchell’s 1988 album "Chalk Mark in a Rain Storm," known for its reflective lyrics and sophisticated, jazz-influenced sound.
-
E.
The Simple Life
The Simple Life is an early-2000s American reality TV series that followed socialites Paris Hilton and Nicole Richie as they attempted to live and work in everyday, blue-collar environments.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e3287741008190856882b7f34024fc |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c6a89988190a44515f1ca08099f |
completed | May 10, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a003db7b0308190bc4b8065cf2c01ec |
completed | May 10, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003e86a9f48190ae39ec170c776604 |
completed | May 10, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:09 a.m.