Triple
T17174920
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Line extension of Red Line |
E416833
|
entity |
| Predicate | extendsTo |
P1673
|
FINISHED |
| Object |
Northside neighborhoods of Houston
The Northside neighborhoods of Houston are a collection of predominantly residential communities located just north of downtown Houston, known for their historic roots, diverse population, and growing transit connectivity.
|
E1254529
|
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: Northside neighborhoods of Houston | Statement: [North Line extension of Red Line, extendsTo, Northside neighborhoods of Houston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northside neighborhoods of Houston Context triple: [North Line extension of Red Line, extendsTo, Northside neighborhoods of Houston]
-
A.
Southeast Houston
Southeast Houston is a region of Houston, Texas that includes residential and commercial communities such as the Clear Lake area near the Gulf Coast.
-
B.
West Houston
West Houston is a major suburban region of Houston, Texas, known for its residential communities, commercial centers, and proximity to key business districts like the Energy Corridor.
-
C.
Houston Heights area
The Houston Heights area is a historic, centrally located neighborhood in Houston known for its tree-lined streets, early-20th-century homes, and vibrant mix of local shops, restaurants, and arts venues.
-
D.
Midtown Houston
Midtown Houston is a centrally located, rapidly redeveloped Houston neighborhood known for its dense urban living, nightlife, and mixed-use residential and commercial spaces.
-
E.
Southwest Management District (Houston)
The Southwest Management District in Houston is a special-purpose governmental district that promotes economic development, public safety, and infrastructure improvements across several southwest Houston neighborhoods.
- 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: Northside neighborhoods of Houston Triple: [North Line extension of Red Line, extendsTo, Northside neighborhoods of Houston]
Generated description
The Northside neighborhoods of Houston are a collection of predominantly residential communities located just north of downtown Houston, known for their historic roots, diverse population, and growing transit connectivity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northside neighborhoods of Houston Target entity description: The Northside neighborhoods of Houston are a collection of predominantly residential communities located just north of downtown Houston, known for their historic roots, diverse population, and growing transit connectivity.
-
A.
Southeast Houston
Southeast Houston is a region of Houston, Texas that includes residential and commercial communities such as the Clear Lake area near the Gulf Coast.
-
B.
West Houston
West Houston is a major suburban region of Houston, Texas, known for its residential communities, commercial centers, and proximity to key business districts like the Energy Corridor.
-
C.
Houston Heights area
The Houston Heights area is a historic, centrally located neighborhood in Houston known for its tree-lined streets, early-20th-century homes, and vibrant mix of local shops, restaurants, and arts venues.
-
D.
Midtown Houston
Midtown Houston is a centrally located, rapidly redeveloped Houston neighborhood known for its dense urban living, nightlife, and mixed-use residential and commercial spaces.
-
E.
Southwest Management District (Houston)
The Southwest Management District in Houston is a special-purpose governmental district that promotes economic development, public safety, and infrastructure improvements across several southwest Houston neighborhoods.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc0c329081909f118bd4b7be8653 |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0148435f6081909bfc6cc1ef59d971 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014a4fdcf081908be68b1eda2066df |
completed | May 11, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014adf25808190ad712fbd7560e91d |
completed | May 11, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:37 a.m.