Triple
T4808888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugo Drax |
E107015
|
entity |
| Predicate | confrontsCharacter |
P47753
|
FINISHED |
| Object |
Dr. Holly Goodhead
Dr. Holly Goodhead is a NASA-trained astronaut and undercover CIA agent who serves as James Bond’s resourceful ally and love interest in the film "Moonraker."
|
E471699
|
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: Dr. Holly Goodhead | Statement: [Hugo Drax, confrontsCharacter, Dr. Holly Goodhead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Holly Goodhead Context triple: [Hugo Drax, confrontsCharacter, Dr. Holly Goodhead]
-
A.
Dr. Gillian Foster
Dr. Gillian Foster is a psychologist and expert in deception detection who co-leads the Lightman Group alongside Dr. Cal Lightman in the TV series "Lie to Me."
-
B.
Dr. Jennifer Ashton
Dr. Jennifer Ashton is an American physician and television medical correspondent best known as the chief medical correspondent for ABC News.
-
C.
Dr. Claire Finn
Dr. Claire Finn is a skilled physician and senior medical officer aboard the exploratory spaceship USS Orville in the science-fiction comedy-drama series "The Orville."
-
D.
Dr. Kathryn Railly
Dr. Kathryn Railly is a psychiatrist and key protagonist in the film "12 Monkeys," who becomes entangled in time travel and a post-apocalyptic plague conspiracy through her encounters with James Cole.
-
E.
Dr. Lynn Harper
Dr. Lynn Harper is a fictional character from the horror film "Night Monster," portrayed as a physician entangled in the movie’s eerie and suspenseful events.
- 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: Dr. Holly Goodhead Triple: [Hugo Drax, confrontsCharacter, Dr. Holly Goodhead]
Generated description
Dr. Holly Goodhead is a NASA-trained astronaut and undercover CIA agent who serves as James Bond’s resourceful ally and love interest in the film "Moonraker."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Holly Goodhead Target entity description: Dr. Holly Goodhead is a NASA-trained astronaut and undercover CIA agent who serves as James Bond’s resourceful ally and love interest in the film "Moonraker."
-
A.
Dr. Gillian Foster
Dr. Gillian Foster is a psychologist and expert in deception detection who co-leads the Lightman Group alongside Dr. Cal Lightman in the TV series "Lie to Me."
-
B.
Dr. Jennifer Ashton
Dr. Jennifer Ashton is an American physician and television medical correspondent best known as the chief medical correspondent for ABC News.
-
C.
Dr. Claire Finn
Dr. Claire Finn is a skilled physician and senior medical officer aboard the exploratory spaceship USS Orville in the science-fiction comedy-drama series "The Orville."
-
D.
Dr. Kathryn Railly
Dr. Kathryn Railly is a psychiatrist and key protagonist in the film "12 Monkeys," who becomes entangled in time travel and a post-apocalyptic plague conspiracy through her encounters with James Cole.
-
E.
Dr. Lynn Harper
Dr. Lynn Harper is a fictional character from the horror film "Night Monster," portrayed as a physician entangled in the movie’s eerie and suspenseful events.
- 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_69bd43f779448190b92885cb70abb6c2 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6c6c70a88190aa287fc78716c225 |
completed | March 20, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4da6a9b4819083706381a57e2c73 |
completed | March 21, 2026, 7:49 a.m. |
| NEDg | Description generation | batch_69be4ea556148190819480e219fc7c2c |
completed | March 21, 2026, 7:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4f57ed4881908c03c76c0b3c733d |
completed | March 21, 2026, 7:57 a.m. |
Created at: March 20, 2026, 1:23 p.m.