Triple
T4850487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heptares Therapeutics |
E108401
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Florence Ni
Florence Ni is a biotechnology entrepreneur best known as a founder of the drug discovery company Heptares Therapeutics.
|
E474945
|
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: Florence Ni | Statement: [Heptares Therapeutics, foundedBy, Florence Ni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence Ni Context triple: [Heptares Therapeutics, foundedBy, Florence Ni]
-
A.
Florence Lee
Florence Lee was an early 20th-century film actress best known for her supporting roles in silent comedies, including work with Charlie Chaplin.
-
B.
Ellen Lee Zhou
Ellen Lee Zhou is a conservative social worker and community activist known for her long-shot campaigns for mayor of San Francisco, where she has promoted tough-on-crime and anti-establishment policies.
-
C.
Elizabeth Chai Vasarhelyi
Elizabeth Chai Vasarhelyi is an Academy Award–winning documentary filmmaker best known for co-directing the climbing film "Free Solo" and other acclaimed nonfiction features.
-
D.
Rachel Fong
Rachel Fong is a researcher in machine learning and reinforcement learning, known for her work on the Hindsight Experience Replay technique.
-
E.
Nicole Fosse
Nicole Fosse is an American actress, dancer, and producer, best known as the daughter of legendary choreographer Bob Fosse and Broadway star Gwen Verdon and for her work preserving and promoting their artistic legacy.
- 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: Florence Ni Triple: [Heptares Therapeutics, foundedBy, Florence Ni]
Generated description
Florence Ni 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: Florence Ni Target entity description: Florence Ni is a biotechnology entrepreneur best known as a founder of the drug discovery company Heptares Therapeutics.
-
A.
Florence Lee
Florence Lee was an early 20th-century film actress best known for her supporting roles in silent comedies, including work with Charlie Chaplin.
-
B.
Ellen Lee Zhou
Ellen Lee Zhou is a conservative social worker and community activist known for her long-shot campaigns for mayor of San Francisco, where she has promoted tough-on-crime and anti-establishment policies.
-
C.
Elizabeth Chai Vasarhelyi
Elizabeth Chai Vasarhelyi is an Academy Award–winning documentary filmmaker best known for co-directing the climbing film "Free Solo" and other acclaimed nonfiction features.
-
D.
Rachel Fong
Rachel Fong is a researcher in machine learning and reinforcement learning, known for her work on the Hindsight Experience Replay technique.
-
E.
Nicole Fosse
Nicole Fosse is an American actress, dancer, and producer, best known as the daughter of legendary choreographer Bob Fosse and Broadway star Gwen Verdon and for her work preserving and promoting their artistic legacy.
- 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.