Triple
T21877943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beattie |
E540199
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Melanie Beattie
Melanie Beattie is an American author and self-help writer best known for her influential work on codependency and recovery, including the bestselling book "Codependent No More."
|
E1505948
|
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: Melanie Beattie | Statement: [Beattie, hasNotableBearer, Melanie Beattie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melanie Beattie Context triple: [Beattie, hasNotableBearer, Melanie Beattie]
-
A.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
-
B.
Kim Reynolds
Kim Reynolds is an American Republican politician serving as the governor of Iowa and known for her conservative policies on taxes, education, and public health.
-
C.
Mary Brownback
Mary Brownback is the wife of American politician and former Kansas governor Sam Brownback.
-
D.
Kathy Kraninger
Kathy Kraninger is an American government official who served as Director of the Consumer Financial Protection Bureau under the Trump administration.
-
E.
Joni Ernst
Joni Ernst is a Republican U.S. Senator from Iowa and the first woman elected to Congress from that state.
- 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: Melanie Beattie Triple: [Beattie, hasNotableBearer, Melanie Beattie]
Generated description
Melanie Beattie is an American author and self-help writer best known for her influential work on codependency and recovery, including the bestselling book "Codependent No More."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melanie Beattie Target entity description: Melanie Beattie is an American author and self-help writer best known for her influential work on codependency and recovery, including the bestselling book "Codependent No More."
-
A.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
-
B.
Kim Reynolds
Kim Reynolds is an American Republican politician serving as the governor of Iowa and known for her conservative policies on taxes, education, and public health.
-
C.
Mary Brownback
Mary Brownback is the wife of American politician and former Kansas governor Sam Brownback.
-
D.
Kathy Kraninger
Kathy Kraninger is an American government official who served as Director of the Consumer Financial Protection Bureau under the Trump administration.
-
E.
Joni Ernst
Joni Ernst is a Republican U.S. Senator from Iowa and the first woman elected to Congress from that state.
- 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_69e0c479a98081908ce333853fdd4348 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f0f33c012c819096d0f7b2ffdc7a2f |
completed | April 28, 2026, 5:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a52a21e8c81909768bd08ef720b84 |
completed | May 17, 2026, 11:43 p.m. |
| NEDg | Description generation | batch_6a0a5393ea6481909b81d825b8b6da41 |
completed | May 17, 2026, 11:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a540c9f208190a6d498eb3ceb53c4 |
completed | May 17, 2026, 11:49 p.m. |
Created at: April 16, 2026, 7:03 p.m.