Triple
T15424193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nancy Barry Munger |
E369461
|
entity |
| Predicate | hasLastNameFromSpouse |
P14292
|
FINISHED |
| Object | Munger |
E295114
|
NE FINISHED |
How this triple was built (3 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: Munger | Statement: [Nancy Barry Munger, hasLastNameFromSpouse, Munger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Munger Context triple: [Nancy Barry Munger, hasLastNameFromSpouse, Munger]
-
A.
Munger
chosen
Munger is a historic city in the eastern Indian state of Bihar, known for its ancient fort, spiritual centers, and traditional gun-making industry.
-
B.
Murry
Murry is a given name and surname that functions as a spelling variant of the more common name Murray.
-
C.
Scaife
Scaife is an American surname most prominently associated with the wealthy and influential Scaife family of industrialists and philanthropists.
-
D.
Milhous
Milhous is the distinctive middle name of Richard Nixon, the 37th president of the United States.
-
E.
Muhney
Muhney is a surname most notably associated with American actor Michael Muhney.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLastNameFromSpouse Context triple: [Nancy Barry Munger, hasLastNameFromSpouse, Munger]
-
A.
hasMarriedSurname
chosen
Indicates that a person’s current surname is the one they adopted through marriage.
-
B.
spouseFamilyName
Indicates that the object is the family name (surname) shared by or associated with a person's spouse.
-
C.
laterMarriedName
Indicates that the referenced name is a surname or full name a person adopted after a later marriage, replacing or succeeding their previous name.
-
D.
spouseMiddleName
Indicates that the specified middle name belongs to the person’s spouse.
-
E.
spouse name
Indicates that one entity is the legally recognized husband or wife of the other, specifying the partner’s name in a marital relationship.
- F. None of above.
Provenance (4 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ec032548190840b558dde6057c7 |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff21a18c548190b8591776828c1793 |
completed | May 9, 2026, 11:59 a.m. |
| PD | Predicate disambiguation | batch_69ded27f45548190a6d2b1b85cb47444 |
completed | April 14, 2026, 11:49 p.m. |
Created at: April 10, 2026, 3:20 a.m.