Triple
T718300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melinda French Gates |
E14358
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Melinda Ann French
Melinda Ann French, better known as Melinda French Gates, is an American philanthropist and former Microsoft executive who co-founded the Bill & Melinda Gates Foundation.
|
E227883
|
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: Melinda Ann French | Statement: [Melinda French Gates, birthName, Melinda Ann French]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melinda Ann French Context triple: [Melinda French Gates, birthName, Melinda Ann French]
-
A.
Melinda Rogers
Melinda Rogers is a Canadian business executive and member of the Rogers family, known for her leadership roles within Rogers Communications.
-
B.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
-
C.
Julie Alexander
Julie Alexander is an American businesswoman and former wife of legendary television and radio host Larry King.
-
D.
Elizabeth Roboz
Elizabeth Roboz was a Hungarian-American neurobiologist and biochemist known for her research on brain chemistry and her marriage to Hans Albert Einstein, the son of Albert Einstein.
-
E.
Lynnette Armstrong
Lynnette Armstrong is a notable individual recognized for achievements significant enough to be associated with the surname Armstrong.
- 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: Melinda Ann French Triple: [Melinda French Gates, birthName, Melinda Ann French]
Generated description
Melinda Ann French, better known as Melinda French Gates, is an American philanthropist and former Microsoft executive who co-founded the Bill & Melinda Gates Foundation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melinda Ann French Target entity description: Melinda Ann French, better known as Melinda French Gates, is an American philanthropist and former Microsoft executive who co-founded the Bill & Melinda Gates Foundation.
-
A.
Melinda Rogers
Melinda Rogers is a Canadian business executive and member of the Rogers family, known for her leadership roles within Rogers Communications.
-
B.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
-
C.
Julie Alexander
Julie Alexander is an American businesswoman and former wife of legendary television and radio host Larry King.
-
D.
Elizabeth Roboz
Elizabeth Roboz was a Hungarian-American neurobiologist and biochemist known for her research on brain chemistry and her marriage to Hans Albert Einstein, the son of Albert Einstein.
-
E.
Lynnette Armstrong
Lynnette Armstrong is a notable individual recognized for achievements significant enough to be associated with the surname Armstrong.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a577658881909c12951d63d96377 |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1f9546fc8190beee0f8b8810fe4b |
completed | March 9, 2026, 1:17 a.m. |
| NEDg | Description generation | batch_69ae2027b4588190bb8cff4a52d58626 |
completed | March 9, 2026, 1:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae20e214a88190b85432b9e47cde12 |
completed | March 9, 2026, 1:22 a.m. |
Created at: March 1, 2026, 7:37 p.m.