Triple

T20246126
Position Surface form Disambiguated ID Type / Status
Subject I Just Fall in Love Again E498428 entity
Predicate writer P1360 FINISHED
Object Larry Herbstritt
Larry Herbstritt is an American songwriter best known for co-writing popular soft rock and pop ballads, including hits recorded in the late 1970s and early 1980s.
 E1424152 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: Larry Herbstritt | Statement: [I Just Fall in Love Again, writer, Larry Herbstritt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Larry Herbstritt
Context triple: [I Just Fall in Love Again, writer, Larry Herbstritt]
  • A. Tom Leppert
    Tom Leppert is an American businessman and politician who served as the mayor of Dallas, Texas, and later ran for the U.S. Senate.
  • B. Doug Stegmeyer
    Doug Stegmeyer was an American bass guitarist best known for his long-time work with Billy Joel, contributing to several of Joel’s classic albums and tours.
  • C. Fred Seibert
    Fred Seibert is an American television and film producer best known for his influential work in animation, including leading Cartoon Network’s early original cartoon initiatives and founding the studio Frederator.
  • D. John Dombrowski
    John Dombrowski is a notable individual who carries the Dombrowski surname, recognized enough to be specifically cited as a bearer of the name.
  • E. Bill Welke
    Bill Welke is an American Major League Baseball umpire known for officiating numerous regular-season and postseason games.
  • 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: Larry Herbstritt
Triple: [I Just Fall in Love Again, writer, Larry Herbstritt]
Generated description
Larry Herbstritt is an American songwriter best known for co-writing popular soft rock and pop ballads, including hits recorded in the late 1970s and early 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Larry Herbstritt
Target entity description: Larry Herbstritt is an American songwriter best known for co-writing popular soft rock and pop ballads, including hits recorded in the late 1970s and early 1980s.
  • A. Tom Leppert
    Tom Leppert is an American businessman and politician who served as the mayor of Dallas, Texas, and later ran for the U.S. Senate.
  • B. Doug Stegmeyer
    Doug Stegmeyer was an American bass guitarist best known for his long-time work with Billy Joel, contributing to several of Joel’s classic albums and tours.
  • C. Fred Seibert
    Fred Seibert is an American television and film producer best known for his influential work in animation, including leading Cartoon Network’s early original cartoon initiatives and founding the studio Frederator.
  • D. John Dombrowski
    John Dombrowski is a notable individual who carries the Dombrowski surname, recognized enough to be specifically cited as a bearer of the name.
  • E. Bill Welke
    Bill Welke is an American Major League Baseball umpire known for officiating numerous regular-season and postseason games.
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e673a26c8481908f408fb6426aece9 completed April 20, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08610d2ea08190b40857b5444cb02c completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a086231b440819087671c5c61adcdc6 completed May 16, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08635869148190992d75a8806f767c completed May 16, 2026, 12:30 p.m.
Created at: April 11, 2026, 11:40 p.m.