Triple
T1342821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hodder & Stoughton |
E28503
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Matthew Hodder
Matthew Hodder was a British publisher best known as a co-founder of the prominent publishing house Hodder & Stoughton.
|
E240513
|
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: Matthew Hodder | Statement: [Hodder & Stoughton, foundedBy, Matthew Hodder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew Hodder Context triple: [Hodder & Stoughton, foundedBy, Matthew Hodder]
-
A.
Alexander Haddow
Alexander Haddow was a Scottish epidemiologist and virologist noted for his pioneering research on insect-borne viruses, particularly in Africa.
-
B.
Jonathan Hunt
Jonathan Hunt was a prominent early 19th-century American politician and lawyer from Vermont who served multiple terms in the U.S. House of Representatives.
-
C.
Matthew Robbins
Matthew Robbins is an American screenwriter and filmmaker known for his work on genre films such as Crimson Peak, Dragonslayer, and collaborations with directors like Guillermo del Toro.
-
D.
Max Hodak
Max Hodak is an American entrepreneur and technologist best known as the co-founder and former president of Neuralink, a company developing brain–computer interface technology.
-
E.
Nicholas Hughes
Nicholas Hughes was the son of poets Sylvia Plath and Ted Hughes, who became a respected fisheries biologist before his tragic death in 2009.
- 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: Matthew Hodder Triple: [Hodder & Stoughton, foundedBy, Matthew Hodder]
Generated description
Matthew Hodder was a British publisher best known as a co-founder of the prominent publishing house Hodder & Stoughton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew Hodder Target entity description: Matthew Hodder was a British publisher best known as a co-founder of the prominent publishing house Hodder & Stoughton.
-
A.
Alexander Haddow
Alexander Haddow was a Scottish epidemiologist and virologist noted for his pioneering research on insect-borne viruses, particularly in Africa.
-
B.
Jonathan Hunt
Jonathan Hunt was a prominent early 19th-century American politician and lawyer from Vermont who served multiple terms in the U.S. House of Representatives.
-
C.
Matthew Robbins
Matthew Robbins is an American screenwriter and filmmaker known for his work on genre films such as Crimson Peak, Dragonslayer, and collaborations with directors like Guillermo del Toro.
-
D.
Max Hodak
Max Hodak is an American entrepreneur and technologist best known as the co-founder and former president of Neuralink, a company developing brain–computer interface technology.
-
E.
Nicholas Hughes
Nicholas Hughes was the son of poets Sylvia Plath and Ted Hughes, who became a respected fisheries biologist before his tragic death in 2009.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c2174d048190a6e9380df302265f |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58a410a8819091c9bc3f46b0c09d |
completed | March 9, 2026, 5:20 a.m. |
| NEDg | Description generation | batch_69ae59a9b010819081491e988184b386 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a10607881909849a72201399d62 |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 1, 2026, 7:56 p.m.