Triple

T4263019
Position Surface form Disambiguated ID Type / Status
Subject Don Schlitz E96147 entity
Predicate wroteSong P2831 FINISHED
Object He Thinks He'll Keep Her
"He Thinks He'll Keep Her" is a 1993 country song made famous by Mary Chapin Carpenter, noted for its feminist themes and storytelling about a woman's decision to leave an unfulfilling marriage.
 E425868 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: He Thinks He'll Keep Her | Statement: [Don Schlitz, wroteSong, He Thinks He'll Keep Her]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: He Thinks He'll Keep Her
Context triple: [Don Schlitz, wroteSong, He Thinks He'll Keep Her]
  • A. I'm Only Thinking of Him
    "I'm Only Thinking of Him" is a reflective, character-driven song from the musical *Man of La Mancha* that explores themes of concern, loyalty, and self-justification.
  • B. Anyone But Him
    Anyone But Him is a song by British singer-songwriter and producer Mr Hudson, known for blending pop, R&B, and electronic influences.
  • C. Ma, I Don't Love Her
    "Ma, I Don't Love Her" is a hip-hop track by the duo Clipse, known for its storytelling about complicated relationships over a Neptunes-produced beat.
  • D. Everything I Thought It Was
    "Everything I Thought It Was" is a pop and R&B studio album by American singer Justin Timberlake, marking his return to music after a lengthy hiatus.
  • E. She’ll Never Be Your Man
    "She’ll Never Be Your Man" is a pop-rock song by the American band fun. from their debut album "Aim and Ignite."
  • 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: He Thinks He'll Keep Her
Triple: [Don Schlitz, wroteSong, He Thinks He'll Keep Her]
Generated description
"He Thinks He'll Keep Her" is a 1993 country song made famous by Mary Chapin Carpenter, noted for its feminist themes and storytelling about a woman's decision to leave an unfulfilling marriage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: He Thinks He'll Keep Her
Target entity description: "He Thinks He'll Keep Her" is a 1993 country song made famous by Mary Chapin Carpenter, noted for its feminist themes and storytelling about a woman's decision to leave an unfulfilling marriage.
  • A. I'm Only Thinking of Him
    "I'm Only Thinking of Him" is a reflective, character-driven song from the musical *Man of La Mancha* that explores themes of concern, loyalty, and self-justification.
  • B. Anyone But Him
    Anyone But Him is a song by British singer-songwriter and producer Mr Hudson, known for blending pop, R&B, and electronic influences.
  • C. Ma, I Don't Love Her
    "Ma, I Don't Love Her" is a hip-hop track by the duo Clipse, known for its storytelling about complicated relationships over a Neptunes-produced beat.
  • D. Everything I Thought It Was
    "Everything I Thought It Was" is a pop and R&B studio album by American singer Justin Timberlake, marking his return to music after a lengthy hiatus.
  • E. She’ll Never Be Your Man
    "She’ll Never Be Your Man" is a pop-rock song by the American band fun. from their debut album "Aim and Ignite."
  • 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_69b3454095ac81909c2494f7ff294af1 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34fc821ec8190a7204aaf89d24a6b completed March 12, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b78ffbf881909d59faae665abd36 completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5b89fe2b08190960a3deaceb75c85 completed March 14, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8ddaa9c8190bc7dc46593cbb8cd completed March 14, 2026, 7:37 p.m.
Created at: March 12, 2026, 11:06 p.m.