Triple

T14508463
Position Surface form Disambiguated ID Type / Status
Subject THINKFilm E340329 entity
Predicate distributed P8091 FINISHED
Object The Business of Being Born
The Business of Being Born is a 2008 documentary film that critically examines the U.S. maternity care system and advocates for natural childbirth and midwifery.
E1102868 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 Business of Being Born | Statement: [THINKFilm, distributed, The Business of Being Born]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Business of Being Born
Context triple: [THINKFilm, distributed, The Business of Being Born]
  • A. Teaching My Mother How to Give Birth
    Teaching My Mother How to Give Birth is a critically acclaimed poetry chapbook by Warsan Shire that explores themes of migration, womanhood, trauma, and diaspora through vivid, intimate verse.
  • B. The Trouble with Being Born
    The Trouble with Being Born is a philosophical work by Emil Cioran that presents a series of aphoristic reflections on nihilism, pessimism, and the burdens of existence.
  • C. The Business of Baby
    The Business of Baby is a nonfiction book by Jennifer Margulis that critically examines the American pregnancy, childbirth, and early parenting industries and how profit motives can influence medical and parenting practices.
  • D. My Birth
    "My Birth" is a stark and surreal 1932 painting by Frida Kahlo that depicts a graphic scene of childbirth infused with themes of pain, identity, and mortality.
  • E. Das Trauma der Geburt
    Das Trauma der Geburt is a 1924 psychoanalytic work by Otto Rank that argues the experience of birth is the fundamental source of human anxiety and a key to understanding neurosis and creativity.
  • 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 Business of Being Born
Triple: [THINKFilm, distributed, The Business of Being Born]
Generated description
The Business of Being Born is a 2008 documentary film that critically examines the U.S. maternity care system and advocates for natural childbirth and midwifery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Business of Being Born
Target entity description: The Business of Being Born is a 2008 documentary film that critically examines the U.S. maternity care system and advocates for natural childbirth and midwifery.
  • A. Teaching My Mother How to Give Birth
    Teaching My Mother How to Give Birth is a critically acclaimed poetry chapbook by Warsan Shire that explores themes of migration, womanhood, trauma, and diaspora through vivid, intimate verse.
  • B. The Trouble with Being Born
    The Trouble with Being Born is a philosophical work by Emil Cioran that presents a series of aphoristic reflections on nihilism, pessimism, and the burdens of existence.
  • C. The Business of Baby
    The Business of Baby is a nonfiction book by Jennifer Margulis that critically examines the American pregnancy, childbirth, and early parenting industries and how profit motives can influence medical and parenting practices.
  • D. My Birth
    "My Birth" is a stark and surreal 1932 painting by Frida Kahlo that depicts a graphic scene of childbirth infused with themes of pain, identity, and mortality.
  • E. Das Trauma der Geburt
    Das Trauma der Geburt is a 1924 psychoanalytic work by Otto Rank that argues the experience of birth is the fundamental source of human anxiety and a key to understanding neurosis and creativity.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e40e44819084f323f8f9982b75 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da26a308190bf86ed1edbe8d57e completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd71ef47848190bf10dbedb72304e6 completed May 8, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd729c87dc81909d9149928c70cb00 completed May 8, 2026, 5:20 a.m.
Created at: April 10, 2026, 1:21 a.m.