Triple
T4850483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heptares Therapeutics |
E108401
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Grahame Marshall
Grahame Marshall is a biotechnology entrepreneur best known as a founder of the drug discovery company Heptares Therapeutics.
|
E513024
|
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: Grahame Marshall | Statement: [Heptares Therapeutics, foundedBy, Grahame Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grahame Marshall Context triple: [Heptares Therapeutics, foundedBy, Grahame Marshall]
-
A.
Grahame Pratt
Grahame Pratt is an Australian-born actor and producer best known as the longtime husband and manager of American singer and actress Leslie Uggams.
-
B.
Graham Hamilton
"Graham Hamilton" is a lesser-known work by Lady Caroline Lamb, an early 19th-century British aristocrat and novelist best remembered for her scandalous affair with Lord Byron and her novel "Glenarvon."
-
C.
Graham Rogers
Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
-
D.
Graeme Gibson
Graeme Gibson was a Canadian novelist, environmentalist, and cultural advocate known for his contributions to Canadian literature and his long partnership with writer Margaret Atwood.
-
E.
Malcolm Sharp
Malcolm Sharp is a relatively obscure individual whose specific achievements or public role are not widely documented.
- 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: Grahame Marshall Triple: [Heptares Therapeutics, foundedBy, Grahame Marshall]
Generated description
Grahame Marshall is a biotechnology entrepreneur best known as a founder of the drug discovery company Heptares Therapeutics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grahame Marshall Target entity description: Grahame Marshall is a biotechnology entrepreneur best known as a founder of the drug discovery company Heptares Therapeutics.
-
A.
Grahame Pratt
Grahame Pratt is an Australian-born actor and producer best known as the longtime husband and manager of American singer and actress Leslie Uggams.
-
B.
Graham Hamilton
"Graham Hamilton" is a lesser-known work by Lady Caroline Lamb, an early 19th-century British aristocrat and novelist best remembered for her scandalous affair with Lord Byron and her novel "Glenarvon."
-
C.
Graham Rogers
Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
-
D.
Graeme Gibson
Graeme Gibson was a Canadian novelist, environmentalist, and cultural advocate known for his contributions to Canadian literature and his long partnership with writer Margaret Atwood.
-
E.
Malcolm Sharp
Malcolm Sharp is a relatively obscure individual whose specific achievements or public role are not widely documented.
- 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_69bd440a89548190a5f14ba6da6b97dc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d1e5cf08190bd6b6a524748f170 |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf219bdd208190990db4b0fa89066a |
completed | March 21, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69bf2202acc88190bddeb94d404dd175 |
completed | March 21, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf226771008190b5edecc05ae9a7eb |
completed | March 21, 2026, 10:57 p.m. |
Created at: March 20, 2026, 1:25 p.m.