Triple
T5323369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Lange |
E121727
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Naomi Lange
Naomi Lange is known as the wife of former New Zealand Prime Minister David Lange.
|
E512036
|
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: Naomi Lange | Statement: [David Lange, spouse, Naomi Lange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naomi Lange Context triple: [David Lange, spouse, Naomi Lange]
-
A.
Naomi Long
Naomi Long is a Northern Irish politician and leader of the Alliance Party, known for her centrist, cross-community stance and prominent roles in both local and national politics.
-
B.
Naomi King
Naomi King is the daughter of renowned American horror novelist Stephen King.
-
C.
Naomi Taylor
Naomi Taylor is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Taylor.
-
D.
Naomi Buckner
Naomi Buckner is a fictional character from the television series "Heroes," known as the mother of Micah Sanders.
-
E.
Naomi Hatch Bohannon
Naomi Hatch Bohannon is a fictional character from the television series "Hell on Wheels," known as the second wife of protagonist Cullen Bohannon and the mother of his child.
- 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: Naomi Lange Triple: [David Lange, spouse, Naomi Lange]
Generated description
Naomi Lange is known as the wife of former New Zealand Prime Minister David Lange.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naomi Lange Target entity description: Naomi Lange is known as the wife of former New Zealand Prime Minister David Lange.
-
A.
Naomi Long
Naomi Long is a Northern Irish politician and leader of the Alliance Party, known for her centrist, cross-community stance and prominent roles in both local and national politics.
-
B.
Naomi King
Naomi King is the daughter of renowned American horror novelist Stephen King.
-
C.
Naomi Taylor
Naomi Taylor is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Taylor.
-
D.
Naomi Buckner
Naomi Buckner is a fictional character from the television series "Heroes," known as the mother of Micah Sanders.
-
E.
Naomi Hatch Bohannon
Naomi Hatch Bohannon is a fictional character from the television series "Hell on Wheels," known as the second wife of protagonist Cullen Bohannon and the mother of his child.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8579b3e88190a1d21d4b74169617 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18a836988190b7baf3c24fea6f03 |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf19c8273081908a5138e9af921ec7 |
completed | March 21, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1a3049648190b5040e587671610a |
completed | March 21, 2026, 10:22 p.m. |
Created at: March 20, 2026, 1:59 p.m.