Triple
T17759523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milam County, Texas |
E443331
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Ben Arnold, Texas
Ben Arnold, Texas is a small unincorporated rural community located in Milam County in central Texas.
|
E1287055
|
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: Ben Arnold, Texas | Statement: [Milam County, Texas, hasCommunity, Ben Arnold, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Arnold, Texas Context triple: [Milam County, Texas, hasCommunity, Ben Arnold, Texas]
-
A.
Ben Wheeler, Texas
Ben Wheeler, Texas is a small rural community in East Texas known for its arts-focused revitalization, local music, and historic country charm.
-
B.
Texas Earnest Schramm Jr.
Texas Earnest "Tex" Schramm Jr. was a prominent American football executive best known as the innovative and influential president and general manager of the Dallas Cowboys during their rise to NFL prominence.
-
C.
Tom Bean, Texas
Tom Bean, Texas is a small rural city in North Texas located within the Sherman–Denison metropolitan area.
-
D.
Randall Bramblett
Randall Bramblett is an American singer-songwriter, multi-instrumentalist, and respected session musician known for his work in Southern rock, jazz, and Americana, including collaborations with artists like Sea Level, Traffic, and Steve Winwood.
-
E.
Tim Houston
Tim Houston is a Canadian politician who serves as the 30th premier of Nova Scotia and leader of the Progressive Conservative Party of Nova Scotia.
- 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: Ben Arnold, Texas Triple: [Milam County, Texas, hasCommunity, Ben Arnold, Texas]
Generated description
Ben Arnold, Texas is a small unincorporated rural community located in Milam County in central Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Arnold, Texas Target entity description: Ben Arnold, Texas is a small unincorporated rural community located in Milam County in central Texas.
-
A.
Ben Wheeler, Texas
Ben Wheeler, Texas is a small rural community in East Texas known for its arts-focused revitalization, local music, and historic country charm.
-
B.
Texas Earnest Schramm Jr.
Texas Earnest "Tex" Schramm Jr. was a prominent American football executive best known as the innovative and influential president and general manager of the Dallas Cowboys during their rise to NFL prominence.
-
C.
Tom Bean, Texas
Tom Bean, Texas is a small rural city in North Texas located within the Sherman–Denison metropolitan area.
-
D.
Randall Bramblett
Randall Bramblett is an American singer-songwriter, multi-instrumentalist, and respected session musician known for his work in Southern rock, jazz, and Americana, including collaborations with artists like Sea Level, Traffic, and Steve Winwood.
-
E.
Tim Houston
Tim Houston is a Canadian politician who serves as the 30th premier of Nova Scotia and leader of the Progressive Conservative Party of Nova Scotia.
- 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_69d8b9edf16c8190a59ebd245d378f4f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48421c3048190b26864b72aad0d70 |
completed | April 19, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02efbaa62c81908870dba8f0e2e55d |
completed | May 12, 2026, 9:15 a.m. |
| NEDg | Description generation | batch_6a02f1232f348190ab28e8d5ed4d3ad3 |
completed | May 12, 2026, 9:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02f18beeb88190ac8cb9540b6b7b88 |
completed | May 12, 2026, 9:23 a.m. |
Created at: April 10, 2026, 10:10 a.m.