Triple
T9173461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barbara Nachtrieb Armstrong |
E220136
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Barbara Nachtrieb Armstrong |
E220136
|
NE FINISHED |
How this triple was built (2 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: Barbara Nachtrieb Armstrong | Statement: [Barbara Nachtrieb Armstrong, name, Barbara Nachtrieb Armstrong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Nachtrieb Armstrong Context triple: [Barbara Nachtrieb Armstrong, name, Barbara Nachtrieb Armstrong]
-
A.
Barbara Nachtrieb Armstrong
chosen
Barbara Nachtrieb Armstrong was an American lawyer, economist, and pioneering legal scholar in social insurance who played a key role in shaping early U.S. social security policy.
-
B.
Nancy Barry Munger
Nancy Barry Munger was the longtime wife of investor Charlie Munger and a philanthropist known for her support of education and community causes.
-
C.
Loma D. Armstrong
Loma D. Armstrong was the wife of Worldwide Church of God founder Herbert W. Armstrong and mother of evangelist Garner Ted Armstrong, playing a key early role in the church’s development.
-
D.
Joan Armstrong
Joan Armstrong is a notable individual distinguished enough to be specifically recognized among people sharing the Armstrong surname.
-
E.
Elaine F. Marshall
Elaine F. Marshall is an American politician and attorney who has served for many years as North Carolina’s Secretary of State, becoming the first woman elected to a statewide executive office in the state.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83e467108190abcae6a33b3d4dad |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccbfa128d48190b54b8f95d77d81cc |
completed | April 1, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100b451c88190aae0ef240906ce0c |
completed | April 4, 2026, 12:14 p.m. |
Created at: March 30, 2026, 7:22 p.m.