Triple
T21305138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mart, Texas |
E525175
|
entity |
| Predicate | roadAccess |
P385
|
FINISHED |
| Object |
Texas State Highway 164 Business
Texas State Highway 164 Business is a business loop route of State Highway 164 that serves local traffic and commercial areas in and around Mart, Texas.
|
E1519253
|
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: Texas State Highway 164 Business | Statement: [Mart, Texas, roadAccess, Texas State Highway 164 Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas State Highway 164 Business Context triple: [Mart, Texas, roadAccess, Texas State Highway 164 Business]
-
A.
Texas State Highway 148
Texas State Highway 148 is a state-maintained roadway in Texas that runs through rural North Texas communities, connecting small towns and local routes in the region.
-
B.
Texas State Highway 156
Texas State Highway 156 is a short state highway in eastern Texas that runs through the Sam Houston National Forest, providing a scenic route near Lake Livingston.
-
C.
Texas State Highway 146
Texas State Highway 146 is a major north–south state highway in eastern Texas that connects coastal and inland communities, serving as an important route for regional travel and commerce.
-
D.
Texas State Highway 114
Texas State Highway 114 is a major east–west roadway in northern Texas that connects parts of the Dallas–Fort Worth metroplex with surrounding communities and regional destinations.
-
E.
Texas State Highway 144
Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
- 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: Texas State Highway 164 Business Triple: [Mart, Texas, roadAccess, Texas State Highway 164 Business]
Generated description
Texas State Highway 164 Business is a business loop route of State Highway 164 that serves local traffic and commercial areas in and around Mart, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas State Highway 164 Business Target entity description: Texas State Highway 164 Business is a business loop route of State Highway 164 that serves local traffic and commercial areas in and around Mart, Texas.
-
A.
Texas State Highway 148
Texas State Highway 148 is a state-maintained roadway in Texas that runs through rural North Texas communities, connecting small towns and local routes in the region.
-
B.
Texas State Highway 156
Texas State Highway 156 is a short state highway in eastern Texas that runs through the Sam Houston National Forest, providing a scenic route near Lake Livingston.
-
C.
Texas State Highway 146
Texas State Highway 146 is a major north–south state highway in eastern Texas that connects coastal and inland communities, serving as an important route for regional travel and commerce.
-
D.
Texas State Highway 114
Texas State Highway 114 is a major east–west roadway in northern Texas that connects parts of the Dallas–Fort Worth metroplex with surrounding communities and regional destinations.
-
E.
Texas State Highway 144
Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
- 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_69e0b518b8948190ad69cf9a8784d397 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e75aa341908190963c4368708860b8 |
completed | April 21, 2026, 11:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f03bcfc8190a1d98a2fe78a2afb |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a90bab2b88190a2fa73b8f801e39b |
completed | May 18, 2026, 4:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a91348f5c81909826de3d44ab4c70 |
completed | May 18, 2026, 4:10 a.m. |
Created at: April 16, 2026, 4:05 p.m.