Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880000748
The MH-36 locality cells most similar to this Dharashiv cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.
Twins found
18
across 10 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.275
lower = more alike (weighted)
The twins, closest first
#1 · Buldhanacell 4720003863
distance 0.275 · cross-district
#2 · Amravaticell 4680000213
distance 0.298 · cross-district
#3 · Amravaticell 4680000150
distance 0.301 · cross-district
#4 · Washimcell 4990004305
distance 0.308 · cross-district
#5 · Beedcell 4700005701
distance 0.316 · cross-district
#6 · Amravaticell 4680001572
distance 0.319 · cross-district
#7 · Sanglicell 4930006278
distance 0.32 · cross-district
#8 · Punecell 4900005646
distance 0.322 · cross-district
#9 · Nandedcell 4850001862
distance 0.323 · cross-district
#10 · Akolacell 4670001596
distance 0.327 · cross-district
#11 · Akolacell 4670003424
distance 0.329 · cross-district
#12 · Nandedcell 4850001018
distance 0.33 · cross-district
#13 · Washimcell 4990003779
distance 0.33 · cross-district
#14 · Dharashivcell 4880000263
distance 0.332
#15 · Nandedcell 4850000054
distance 0.334 · cross-district
#16 · Washimcell 4990003740
distance 0.334 · cross-district
#17 · Sataracell 4940006058
distance 0.335 · cross-district
#18 · Buldhanacell 4720008015
distance 0.339 · cross-district
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.
Re-witness these twins
curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
"arguments":{"admin_code":488,"cluster_id":4880000748}}}'Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.