Triple

T14274682
Position Surface form Disambiguated ID Type / Status
Subject Walford E353885 entity
Predicate hasFictionalFuneralDirectors P113535 FINISHED
Object Coker & Mitchell
Coker & Mitchell is a fictional firm of funeral directors featured in the British television soap opera "EastEnders," associated with the character Arthur "Fatboy" Chubb (real name Walford).
E1090489 NE FINISHED

How this triple was built (5 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: Coker & Mitchell | Statement: [Walford, hasFictionalFuneralDirectors, Coker & Mitchell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coker & Mitchell
Context triple: [Walford, hasFictionalFuneralDirectors, Coker & Mitchell]
  • A. Colvin & Earle
    Colvin & Earle is a collaborative folk and Americana album by singer-songwriters Shawn Colvin and Steve Earle.
  • B. Hogan & Hartson
    Hogan & Hartson was a prominent Washington, D.C.–based international law firm known for its appellate, regulatory, and public policy work before merging to form Hogan Lovells.
  • C. Reynal & Hitchcock
    Reynal & Hitchcock was an American publishing house best known for issuing the first U.S. edition of Antoine de Saint-Exupéry’s classic novella "The Little Prince."
  • D. Rogers & Wells
    Rogers & Wells was a prominent New York-based law firm known for its corporate and international legal practice before merging into Clifford Chance in 2000.
  • E. Eggers & Higgins
    Eggers & Higgins was a prominent 20th-century American architectural firm known for major public and institutional projects, including work on the Thomas Jefferson Memorial in Washington, D.C.
  • 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: Coker & Mitchell
Triple: [Walford, hasFictionalFuneralDirectors, Coker & Mitchell]
Generated description
Coker & Mitchell is a fictional firm of funeral directors featured in the British television soap opera "EastEnders," associated with the character Arthur "Fatboy" Chubb (real name Walford).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coker & Mitchell
Target entity description: Coker & Mitchell is a fictional firm of funeral directors featured in the British television soap opera "EastEnders," associated with the character Arthur "Fatboy" Chubb (real name Walford).
  • A. Colvin & Earle
    Colvin & Earle is a collaborative folk and Americana album by singer-songwriters Shawn Colvin and Steve Earle.
  • B. Foster & McElroy
    Foster & McElroy is an American songwriting and production duo best known for their work in late-1980s and early-1990s R&B and new jack swing, including developing and producing acts like En Vogue.
  • C. Hogan & Hartson
    Hogan & Hartson was a prominent Washington, D.C.–based international law firm known for its appellate, regulatory, and public policy work before merging to form Hogan Lovells.
  • D. Reynal & Hitchcock
    Reynal & Hitchcock was an American publishing house best known for issuing the first U.S. edition of Antoine de Saint-Exupéry’s classic novella "The Little Prince."
  • E. Rogers & Wells
    Rogers & Wells was a prominent New York-based law firm known for its corporate and international legal practice before merging into Clifford Chance in 2000.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFictionalFuneralDirectors
Context triple: [Walford, hasFictionalFuneralDirectors, Coker & Mitchell]
  • A. hasFictionalAuthor
    Indicates that one entity is the fictional or in-universe author of a work attributed to them.
  • B. hasFictionalStaffMember
    Indicates that an entity includes or employs a staff member who is a fictional character.
  • C. hasFictionalPerformer
    Indicates that an entity is associated with a performer who is a fictional or imaginary character rather than a real person.
  • D. hasFictionalWork
    Indicates that one entity is the creator, owner, or source of a fictional work associated with another entity.
  • E. hasFictionalEditor
    Indicates that an entity is associated with a fictional editor character responsible for editing or overseeing its content within a narrative or fictional context.
  • F. None of above. chosen

Provenance (7 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6582f5308190969f4cfd724d9139 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd326d35808190bbf3f6bbc50554f4 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd372c49d88190ad76477d24e48d59 completed May 8, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd379feff081908a74d12782bedbee completed May 8, 2026, 1:08 a.m.
PD Predicate disambiguation batch_69de2a88446481909cd526da97a3b70f completed April 14, 2026, 11:52 a.m.
PDg Predicate description generation batch_69de2e07d1f88190bdcd20967e484718 completed April 14, 2026, 12:07 p.m.
Created at: April 10, 2026, 1:10 a.m.