Triple
T15332503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montalba, Texas |
E366569
|
entity |
| Predicate | locatedOnHighway |
P385
|
FINISHED |
| Object |
Farm to Market Road 321
Farm to Market Road 321 is a Texas state-maintained farm-to-market roadway that serves rural communities in the region, including the community of Montalba.
|
E1151677
|
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: Farm to Market Road 321 | Statement: [Montalba, Texas, locatedOnHighway, Farm to Market Road 321]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 321 Context triple: [Montalba, Texas, locatedOnHighway, Farm to Market Road 321]
-
A.
Farm to Market Road 270
Farm to Market Road 270 is a state-maintained roadway in Texas that serves as a key connector through the suburban areas of League City and surrounding communities in the Houston metropolitan region.
-
B.
Farm to Market Road 315
Farm to Market Road 315 is a Texas state-maintained farm-to-market highway that serves as a local connector route in and around Chandler, Texas.
-
C.
Farm to Market Road 720
Farm to Market Road 720 is a state-maintained roadway in North Texas that serves as a key connector for local communities, including the town of Oak Point, to the regional highway network.
-
D.
Farm to Market Road 3237
Farm to Market Road 3237 is a Texas state-maintained farm-to-market roadway that serves as a key connector route to the town of Wimberley in the Texas Hill Country.
-
E.
Farm to Market Road 121
Farm to Market Road 121 is a state-maintained roadway in Texas that serves as a primary transportation route through the city of Gunter and surrounding rural areas.
- 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: Farm to Market Road 321 Triple: [Montalba, Texas, locatedOnHighway, Farm to Market Road 321]
Generated description
Farm to Market Road 321 is a Texas state-maintained farm-to-market roadway that serves rural communities in the region, including the community of Montalba.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 321 Target entity description: Farm to Market Road 321 is a Texas state-maintained farm-to-market roadway that serves rural communities in the region, including the community of Montalba.
-
A.
Farm to Market Road 270
Farm to Market Road 270 is a state-maintained roadway in Texas that serves as a key connector through the suburban areas of League City and surrounding communities in the Houston metropolitan region.
-
B.
Farm to Market Road 315
Farm to Market Road 315 is a Texas state-maintained farm-to-market highway that serves as a local connector route in and around Chandler, Texas.
-
C.
Farm to Market Road 720
Farm to Market Road 720 is a state-maintained roadway in North Texas that serves as a key connector for local communities, including the town of Oak Point, to the regional highway network.
-
D.
Farm to Market Road 3237
Farm to Market Road 3237 is a Texas state-maintained farm-to-market roadway that serves as a key connector route to the town of Wimberley in the Texas Hill Country.
-
E.
Farm to Market Road 121
Farm to Market Road 121 is a state-maintained roadway in Texas that serves as a primary transportation route through the city of Gunter and surrounding rural areas.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e0268608190947a58f559a67717 |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff01ecb904819082454622dcd77556 |
completed | May 9, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_69ff03d4432c8190af9ce13c0ff70a36 |
completed | May 9, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff044e01308190b2f077aecae1eece |
completed | May 9, 2026, 9:54 a.m. |
Created at: April 10, 2026, 3:17 a.m.