Triple

T16538677
Position Surface form Disambiguated ID Type / Status
Subject Neil Hamilton E401761 entity
Predicate spouse P13 FINISHED
Object Christine Hamilton
Christine Hamilton is a British media personality and author known for her outspoken television appearances and for being the wife of former Conservative MP Neil Hamilton.
E1320049 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: Christine Hamilton | Statement: [Neil Hamilton, spouse, Christine Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Christine Hamilton
Context triple: [Neil Hamilton, spouse, Christine Hamilton]
  • A. Christine Campbell
    Christine Campbell is the neurotic yet resilient single-mom protagonist of the sitcom "The New Adventures of Old Christine," portrayed by Julia Louis-Dreyfus.
  • B. Christine Franklin
    Christine Franklin is the high school student whose sexual harassment case led to the landmark U.S. Supreme Court decision in Franklin v. Gwinnett County Public Schools, establishing that monetary damages are available under Title IX for intentional discrimination.
  • C. Christine Elise
    Christine Elise is an American actress best known for her role as Emily Valentine on the television series Beverly Hills, 90210.
  • D. Christine Roberts
    Christine Roberts is known as the wife of American actor Tony Roberts, recognized for his roles in films like "Annie Hall."
  • E. Christine Lund
    Christine Lund is known as the spouse of Pulitzer Prize–winning American editorial cartoonist Bill Mauldin.
  • 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: Christine Hamilton
Triple: [Neil Hamilton, spouse, Christine Hamilton]
Generated description
Christine Hamilton is a British media personality and author known for her outspoken television appearances and for being the wife of former Conservative MP Neil Hamilton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Christine Hamilton
Target entity description: Christine Hamilton is a British media personality and author known for her outspoken television appearances and for being the wife of former Conservative MP Neil Hamilton.
  • A. Christine Campbell
    Christine Campbell is the neurotic yet resilient single-mom protagonist of the sitcom "The New Adventures of Old Christine," portrayed by Julia Louis-Dreyfus.
  • B. Christine Franklin
    Christine Franklin is the high school student whose sexual harassment case led to the landmark U.S. Supreme Court decision in Franklin v. Gwinnett County Public Schools, establishing that monetary damages are available under Title IX for intentional discrimination.
  • C. Christine Elise
    Christine Elise is an American actress best known for her role as Emily Valentine on the television series Beverly Hills, 90210.
  • D. Christine Roberts
    Christine Roberts is known as the wife of American actor Tony Roberts, recognized for his roles in films like "Annie Hall."
  • E. Christine Lund
    Christine Lund is known as the spouse of Pulitzer Prize–winning American editorial cartoonist Bill Mauldin.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3455a98b481909e489ea7bd01570a completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc075a1881909fef72945e47d68a completed May 13, 2026, 12:55 a.m.
NEDg Description generation batch_6a03cfe2e23c8190bc49aa82debf5367 completed May 13, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_6a03d04dd0a88190b308c4a2c649f687 completed May 13, 2026, 1:13 a.m.
Created at: April 10, 2026, 5:15 a.m.