Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004607

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

across 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002219

distance 0.174 · cross-district

#2 · Laturcell 4810002586

distance 0.187 · cross-district

#3 · Laturcell 4810001019

distance 0.191 · cross-district

#4 · Laturcell 4810001975

distance 0.193 · cross-district

#5 · Dharashivcell 4880006131

distance 0.195

#6 · Sanglicell 4930001341

distance 0.196 · cross-district

#7 · Buldhanacell 4720001649

distance 0.198 · cross-district

#8 · Sanglicell 4930002273

distance 0.202 · cross-district

#9 · Sanglicell 4930001094

distance 0.204 · cross-district

#10 · Buldhanacell 4720001903

distance 0.206 · cross-district

#11 · Sanglicell 4930002102

distance 0.208 · cross-district

#12 · Dharashivcell 4880004124

distance 0.208

#13 · Sanglicell 4930000988

distance 0.209 · cross-district

#14 · Solapurcell 4960000765

distance 0.21 · cross-district

#15 · Laturcell 4810001858

distance 0.212 · cross-district

#16 · Dharashivcell 4880001569

distance 0.216

#17 · Beedcell 4700001502

distance 0.217 · cross-district

#18 · Parbhanicell 4890000635

distance 0.218 · 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":4880004607}}}'

Machine-readable JSON twin →Full dossier →

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.