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.