Triple
T13279431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate 10 in Beaumont, Texas |
E316279
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
State Highway 73 in Texas
State Highway 73 in Texas is a major east–west state highway in Southeast Texas that serves as an important regional connector between the Beaumont–Port Arthur area and other Gulf Coast communities.
|
E1046318
|
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: State Highway 73 in Texas | Statement: [Interstate 10 in Beaumont, Texas, connectsTo, State Highway 73 in Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State Highway 73 in Texas Context triple: [Interstate 10 in Beaumont, Texas, connectsTo, State Highway 73 in Texas]
-
A.
Texas State Highway 70
Texas State Highway 70 is a north–south state highway in Texas that runs through the Texas Panhandle and central regions, connecting several rural communities and serving as an important regional transportation route.
-
B.
Texas State Highway 7
Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
-
C.
Texas State Highway 71
Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
-
D.
Texas State Highway 78
Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
-
E.
Texas State Highway 95
Texas State Highway 95 is a north–south state highway in central Texas that connects several communities between Yoakum and Temple, passing through towns such as Bastrop and Elgin.
- 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: State Highway 73 in Texas Triple: [Interstate 10 in Beaumont, Texas, connectsTo, State Highway 73 in Texas]
Generated description
State Highway 73 in Texas is a major east–west state highway in Southeast Texas that serves as an important regional connector between the Beaumont–Port Arthur area and other Gulf Coast communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: State Highway 73 in Texas Target entity description: State Highway 73 in Texas is a major east–west state highway in Southeast Texas that serves as an important regional connector between the Beaumont–Port Arthur area and other Gulf Coast communities.
-
A.
Texas State Highway 70
Texas State Highway 70 is a north–south state highway in Texas that runs through the Texas Panhandle and central regions, connecting several rural communities and serving as an important regional transportation route.
-
B.
Texas State Highway 7
Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
-
C.
Texas State Highway 71
Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
-
D.
Texas State Highway 78
Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
-
E.
Texas State Highway 95
Texas State Highway 95 is a north–south state highway in central Texas that connects several communities between Yoakum and Temple, passing through towns such as Bastrop and Elgin.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99043fba88190872ede6f63e2fbcb |
completed | April 11, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75d80a8708190a3a7616dbeb2c0de |
completed | May 3, 2026, 2:36 p.m. |
| NEDg | Description generation | batch_69f75f1be8e8819091daf57c1664c3c9 |
completed | May 3, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f75f8e9b608190830ab942098a798c |
completed | May 3, 2026, 2:45 p.m. |
Created at: April 9, 2026, 9:26 p.m.