Triple
T8358580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Flaugher |
E196741
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Flaugher
Flaugher is a relatively uncommon surname of likely English or Scottish origin.
|
E728853
|
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: Flaugher | Statement: [John Flaugher, familyName, Flaugher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flaugher Context triple: [John Flaugher, familyName, Flaugher]
-
A.
Folmar
Folmar is a masculine given name of Scandinavian origin, most notably borne by the Danish-American film editor Folmar Blangsted.
-
B.
Follaz
Follaz is a tributary stream of the Dranse river in the Alpine region of eastern France.
-
C.
Flanigan
Flanigan is a surname variant of Flanagan, an Irish family name of Gaelic origin.
-
D.
Shriever
Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
-
E.
Flayosc
Flayosc is a picturesque Provençal village in southeastern France known for its historic charm, narrow streets, and surrounding vineyards and olive groves.
- 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: Flaugher Triple: [John Flaugher, familyName, Flaugher]
Generated description
Flaugher is a relatively uncommon surname of likely English or Scottish origin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flaugher Target entity description: Flaugher is a relatively uncommon surname of likely English or Scottish origin.
-
A.
Folmar
Folmar is a masculine given name of Scandinavian origin, most notably borne by the Danish-American film editor Folmar Blangsted.
-
B.
Follaz
Follaz is a tributary stream of the Dranse river in the Alpine region of eastern France.
-
C.
Flanigan
Flanigan is a surname variant of Flanagan, an Irish family name of Gaelic origin.
-
D.
Shriever
Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
-
E.
Flayosc
Flayosc is a picturesque Provençal village in southeastern France known for its historic charm, narrow streets, and surrounding vineyards and olive groves.
- 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_69ca82f08b348190bfb7881944bbff6f |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb806fa5c88190b23b6b3ee9d6ec6d |
completed | March 31, 2026, 8:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc76d49c881909e8e93b8f7d940df |
completed | April 2, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69cdcc872cc081909c75b3fb08b03e3f |
completed | April 2, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdd15b53748190966a94b7e8c04880 |
completed | April 2, 2026, 2:15 a.m. |
Created at: March 30, 2026, 5:59 p.m.