Triple

T13969190
Position Surface form Disambiguated ID Type / Status
Subject Geri Halliwell-Horner E336008 entity
Predicate alsoKnownAs P39 FINISHED
Object Geri Horner
Geri Horner is an English singer, songwriter, and former Spice Girls member best known as "Ginger Spice."
E1071029 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: Geri Horner | Statement: [Geri Halliwell-Horner, alsoKnownAs, Geri Horner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Geri Horner
Context triple: [Geri Halliwell-Horner, alsoKnownAs, Geri Horner]
  • A. Diane Burgdorf
    Diane Burgdorf is the wife of Mark Thatcher, the son of former British Prime Minister Margaret Thatcher.
  • B. Diane Burgdorf
    Diane Burgdorf is an individual whose specific public background or notable achievements are not clearly documented in widely available sources.
  • C. Glena Goranson
    Glena Goranson is the longtime wife of NFL coach Pete Carroll, known for her low public profile despite her husband’s high-profile football career.
  • D. Denise Huth
    Denise Huth is a television producer best known for her long-running work as an executive producer on AMC’s The Walking Dead franchise and its related spin-offs.
  • E. Debra Christofferson
    Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
  • 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: Geri Horner
Triple: [Geri Halliwell-Horner, alsoKnownAs, Geri Horner]
Generated description
Geri Horner is an English singer, songwriter, and former Spice Girls member best known as "Ginger Spice."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Geri Horner
Target entity description: Geri Horner is an English singer, songwriter, and former Spice Girls member best known as "Ginger Spice."
  • A. Diane Burgdorf
    Diane Burgdorf is the wife of Mark Thatcher, the son of former British Prime Minister Margaret Thatcher.
  • B. Diane Burgdorf
    Diane Burgdorf is an individual whose specific public background or notable achievements are not clearly documented in widely available sources.
  • C. Glena Goranson
    Glena Goranson is the longtime wife of NFL coach Pete Carroll, known for her low public profile despite her husband’s high-profile football career.
  • D. Denise Huth
    Denise Huth is a television producer best known for her long-running work as an executive producer on AMC’s The Walking Dead franchise and its related spin-offs.
  • E. Debra Christofferson
    Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e8daeac8190aadd4b3b60222482 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1dc838c8190bbcfefd69ea29965 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba2b8e32081909cd32ed0bd255072 completed May 6, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_69fba322460c81909aa36b661f39efcd completed May 6, 2026, 8:22 p.m.
Created at: April 9, 2026, 10:18 p.m.