Triple
T20735979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malakoff, Texas |
E509706
|
entity |
| Predicate | roadAccess |
P385
|
FINISHED |
| Object |
Farm to Market Road 90
Farm to Market Road 90 is a Texas state-maintained secondary highway that connects rural communities and small towns, including Malakoff, to the broader regional road network.
|
E1448484
|
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 90 | Statement: [Malakoff, Texas, roadAccess, Farm to Market Road 90]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 90 Context triple: [Malakoff, Texas, roadAccess, Farm to Market Road 90]
-
A.
Farm to Market Road 917
Farm to Market Road 917 is a Texas state-maintained farm-to-market highway serving local and regional traffic in the area around Joshua, Texas.
-
B.
Farm to Market Road 987
Farm to Market Road 987 is a state-maintained roadway in Texas that serves as a key local connector in and around Kaufman.
-
C.
Farm to Market Road 915
Farm to Market Road 915 is a Texas state-maintained secondary roadway that serves the rural area around Eldorado in Schleicher County.
-
D.
Farm to Market Road 78
Farm to Market Road 78 is a Texas state-maintained roadway that serves as a key local connector for communities in the San Antonio metropolitan area, including Universal City.
-
E.
Farm to Market Road 850
Farm to Market Road 850 is a Texas state-maintained secondary roadway serving rural areas near Tyler and connecting local communities to larger regional routes.
- 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 90 Triple: [Malakoff, Texas, roadAccess, Farm to Market Road 90]
Generated description
Farm to Market Road 90 is a Texas state-maintained secondary highway that connects rural communities and small towns, including Malakoff, to the broader regional road network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 90 Target entity description: Farm to Market Road 90 is a Texas state-maintained secondary highway that connects rural communities and small towns, including Malakoff, to the broader regional road network.
-
A.
Farm to Market Road 917
Farm to Market Road 917 is a Texas state-maintained farm-to-market highway serving local and regional traffic in the area around Joshua, Texas.
-
B.
Farm to Market Road 987
Farm to Market Road 987 is a state-maintained roadway in Texas that serves as a key local connector in and around Kaufman.
-
C.
Farm to Market Road 915
Farm to Market Road 915 is a Texas state-maintained secondary roadway that serves the rural area around Eldorado in Schleicher County.
-
D.
Farm to Market Road 78
Farm to Market Road 78 is a Texas state-maintained roadway that serves as a key local connector for communities in the San Antonio metropolitan area, including Universal City.
-
E.
Farm to Market Road 850
Farm to Market Road 850 is a Texas state-maintained secondary roadway serving rural areas near Tyler and connecting local communities to larger regional routes.
- 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c20a02d48190bba22d1bdbeb370d |
completed | April 21, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e8378f988190916d497b136ffcf1 |
completed | May 16, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_6a08e8fc1d6c819083f06debaa3bec24 |
completed | May 16, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e98a594c8190b3a2d9ae7e3af4f7 |
completed | May 16, 2026, 10:02 p.m. |
Created at: April 16, 2026, 12:31 p.m.