Triple
T4850482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heptares Therapeutics |
E108401
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Fiona Marshall
Fiona Marshall is a British neuroscientist and biopharmaceutical executive best known as the co-founder of Heptares Therapeutics, a company specializing in G protein–coupled receptor (GPCR) drug discovery.
|
E474943
|
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: Fiona Marshall | Statement: [Heptares Therapeutics, foundedBy, Fiona Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fiona Marshall Context triple: [Heptares Therapeutics, foundedBy, Fiona Marshall]
-
A.
Mairi Gougeon
Mairi Gougeon is a Scottish National Party politician who serves in the Scottish Government cabinet with responsibility for rural affairs.
-
B.
Alison Telfer
Alison Telfer is a British academic and editor best known as the longtime partner and former wife of Monty Python member Terry Jones.
-
C.
Lorna Crozier
Lorna Crozier is an acclaimed Canadian poet and educator known for her lyrical explorations of memory, landscape, and the human condition.
-
D.
Lucinda Leplastrier
Lucinda Leplastrier is a headstrong, unconventional Australian heiress and glassworks owner in Peter Carey’s novel "Oscar and Lucinda," whose gambling habit and partnership with Oscar Hopkins drive the story’s central journey.
-
E.
Lucinda Coxon
Lucinda Coxon is a British playwright and screenwriter known for her work on films such as "The Danish Girl" and various stage adaptations.
- 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: Fiona Marshall Triple: [Heptares Therapeutics, foundedBy, Fiona Marshall]
Generated description
Fiona Marshall is a British neuroscientist and biopharmaceutical executive best known as the co-founder of Heptares Therapeutics, a company specializing in G protein–coupled receptor (GPCR) drug discovery.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fiona Marshall Target entity description: Fiona Marshall is a British neuroscientist and biopharmaceutical executive best known as the co-founder of Heptares Therapeutics, a company specializing in G protein–coupled receptor (GPCR) drug discovery.
-
A.
Mairi Gougeon
Mairi Gougeon is a Scottish National Party politician who serves in the Scottish Government cabinet with responsibility for rural affairs.
-
B.
Alison Telfer
Alison Telfer is a British academic and editor best known as the longtime partner and former wife of Monty Python member Terry Jones.
-
C.
Lorna Crozier
Lorna Crozier is an acclaimed Canadian poet and educator known for her lyrical explorations of memory, landscape, and the human condition.
-
D.
Lucinda Leplastrier
Lucinda Leplastrier is a headstrong, unconventional Australian heiress and glassworks owner in Peter Carey’s novel "Oscar and Lucinda," whose gambling habit and partnership with Oscar Hopkins drive the story’s central journey.
-
E.
Lucinda Coxon
Lucinda Coxon is a British playwright and screenwriter known for her work on films such as "The Danish Girl" and various stage adaptations.
- 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_69be5cdefda8819095fbc04446bf32f5 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be5dadcec88190bf9a272c4a9aef9a |
completed | March 21, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6159ff7c8190baa116240f76dea5 |
completed | March 21, 2026, 9:14 a.m. |
Created at: March 20, 2026, 1:25 p.m.