Triple
T1600223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howe |
E34373
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Hough
Hough is a surname of English origin that serves as a variant spelling of the name Howe.
|
E180699
|
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: Hough | Statement: [Howe, hasVariant, Hough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hough Context triple: [Howe, hasVariant, Hough]
-
A.
Hart
Hart is a surname most famously associated with Moss Hart, the acclaimed American playwright and theater director known for works like "You Can't Take It with You" and "Once in a Lifetime."
-
B.
Hoon
Hoon is a surname most notably associated with Shannon Hoon, the late lead singer of the rock band Blind Melon.
-
C.
Achterhooks
Achterhooks is a regional Low Saxon dialect spoken in the Achterhoek area of the eastern Netherlands.
-
D.
Hahn
Hahn is a surname of German origin borne by various notable individuals across fields such as science, sports, and the arts.
-
E.
Pugh
Pugh is a surname most prominently associated with English actress Florence Pugh, known for her acclaimed performances in films such as "Midsommar" and "Little Women."
- 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: Hough Triple: [Howe, hasVariant, Hough]
Generated description
Hough is a surname of English origin that serves as a variant spelling of the name Howe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hough Target entity description: Hough is a surname of English origin that serves as a variant spelling of the name Howe.
-
A.
Hart
Hart is a surname most famously associated with Moss Hart, the acclaimed American playwright and theater director known for works like "You Can't Take It with You" and "Once in a Lifetime."
-
B.
Hoon
Hoon is a surname most notably associated with Shannon Hoon, the late lead singer of the rock band Blind Melon.
-
C.
Achterhooks
Achterhooks is a regional Low Saxon dialect spoken in the Achterhoek area of the eastern Netherlands.
-
D.
Hahn
Hahn is a surname of German origin borne by various notable individuals across fields such as science, sports, and the arts.
-
E.
Pugh
Pugh is a surname most prominently associated with English actress Florence Pugh, known for her acclaimed performances in films such as "Midsommar" and "Little Women."
- 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_69a885fdcb9c819081ce6f0b8cd477dd |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9094a27908190bf0d9b5d43617192 |
completed | March 5, 2026, 4:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad46aafce08190855f8e0b760ab5ac |
completed | March 8, 2026, 9:51 a.m. |
| NEDg | Description generation | batch_69ad47c7108081908e78a24983353212 |
completed | March 8, 2026, 9:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad481e2c788190af51003898fcbe33 |
completed | March 8, 2026, 9:57 a.m. |
Created at: March 4, 2026, 7:28 p.m.