Triple

T3555937
Position Surface form Disambiguated ID Type / Status
Subject Kelsey Grammer E75218 entity
Predicate televisionSeries P3279 FINISHED
Object Girlfriends
Girlfriends is an American sitcom that follows the lives, careers, and relationships of four African-American women in Los Angeles.
 E366507 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: Girlfriends | Statement: [Kelsey Grammer, televisionSeries, Girlfriends]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Girlfriends
Context triple: [Kelsey Grammer, televisionSeries, Girlfriends]
  • A. The Gossips
    The Gossips is a 1948 Norman Rockwell painting that humorously depicts a chain of people passing along a piece of gossip, culminating with the originator confronted at the end.
  • B. Beautiful Girls
    Beautiful Girls is a 1996 ensemble romantic dramedy film about a group of small-town friends reuniting for a high school reunion and confronting their stalled lives and relationships.
  • C. Real Friends
    "Real Friends" is a reflective hip-hop song by Kanye West that explores themes of trust, betrayal, and isolation amid fame.
  • D. Sisters First
    Sisters First is a memoir-style book by Jenna Bush Hager and Barbara Pierce Bush that shares personal stories about growing up as the twin daughters of former U.S. President George W. Bush and First Lady Laura Bush.
  • E. Just Friends (song)
    "Just Friends" is a pop-rock song by American singer-songwriter Gavin DeGraw, known for its soulful vocals and heartfelt, relationship-focused 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: Girlfriends
Triple: [Kelsey Grammer, televisionSeries, Girlfriends]
Generated description
Girlfriends is an American sitcom that follows the lives, careers, and relationships of four African-American women in Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Girlfriends
Target entity description: Girlfriends is an American sitcom that follows the lives, careers, and relationships of four African-American women in Los Angeles.
  • A. The Gossips
    The Gossips is a 1948 Norman Rockwell painting that humorously depicts a chain of people passing along a piece of gossip, culminating with the originator confronted at the end.
  • B. Beautiful Girls
    Beautiful Girls is a 1996 ensemble romantic dramedy film about a group of small-town friends reuniting for a high school reunion and confronting their stalled lives and relationships.
  • C. Real Friends
    "Real Friends" is a reflective hip-hop song by Kanye West that explores themes of trust, betrayal, and isolation amid fame.
  • D. Sisters First
    Sisters First is a memoir-style book by Jenna Bush Hager and Barbara Pierce Bush that shares personal stories about growing up as the twin daughters of former U.S. President George W. Bush and First Lady Laura Bush.
  • E. Just Friends (song)
    "Just Friends" is a pop-rock song by American singer-songwriter Gavin DeGraw, known for its soulful vocals and heartfelt, relationship-focused 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0569fbc81909b855b6990c1415b completed March 8, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bf40dac8190837053dd315303af completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c6e70a88190805de417a8740d64 completed March 13, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69b38cd2c540819083d3188c2dea7283 completed March 13, 2026, 4:04 a.m.
Created at: March 8, 2026, 3:20 p.m.