Triple
T3362750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Koepp |
E70760
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Melissa Thomas
Melissa Thomas is known as the wife of American screenwriter and director David Koepp.
|
E431622
|
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: Melissa Thomas | Statement: [David Koepp, spouse, Melissa Thomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melissa Thomas Context triple: [David Koepp, spouse, Melissa Thomas]
-
A.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
-
B.
Heather Thomas
Heather Thomas is an American actress, author, and former television personality best known for her role as Jody Banks on the 1980s TV series "The Fall Guy."
-
C.
Melissa Parmenter
Melissa Parmenter is a British composer and producer known for her film scores and frequent collaborations with director Michael Winterbottom.
-
D.
Melissa Rivers
Melissa Rivers is an American television host, producer, and actress best known for her red carpet coverage and for continuing the comedic legacy of her mother, Joan Rivers.
-
E.
Melissa Garner Wylie
Melissa Garner Wylie is the sister of American actress Jennifer Garner and a member of the Garner family who has largely remained out of the public spotlight.
- 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: Melissa Thomas Triple: [David Koepp, spouse, Melissa Thomas]
Generated description
Melissa Thomas is known as the wife of American screenwriter and director David Koepp.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melissa Thomas Target entity description: Melissa Thomas is known as the wife of American screenwriter and director David Koepp.
-
A.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
-
B.
Heather Thomas
Heather Thomas is an American actress, author, and former television personality best known for her role as Jody Banks on the 1980s TV series "The Fall Guy."
-
C.
Melissa Parmenter
Melissa Parmenter is a British composer and producer known for her film scores and frequent collaborations with director Michael Winterbottom.
-
D.
Melissa Rivers
Melissa Rivers is an American television host, producer, and actress best known for her red carpet coverage and for continuing the comedic legacy of her mother, Joan Rivers.
-
E.
Melissa Garner Wylie
Melissa Garner Wylie is the sister of American actress Jennifer Garner and a member of the Garner family who has largely remained out of the public spotlight.
- 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_69ad85a660c48190998489309a3b4869 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb26a5a508190948932769de0dbb3 |
completed | March 8, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d035d97081908688d63527fd0f66 |
completed | March 14, 2026, 9:16 p.m. |
| NEDg | Description generation | batch_69b5d40938bc8190970ca74b5dfaca53 |
completed | March 14, 2026, 9:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d461d2508190bcaf51ad0efc7e27 |
completed | March 14, 2026, 9:34 p.m. |
Created at: March 8, 2026, 3:13 p.m.