Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001521

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001042

distance 0.178 · cross-district

#2 · Beedcell 4700001274

distance 0.202 · cross-district

#3 · Beedcell 4700008599

distance 0.21 · cross-district

#4 · Dharashivcell 4880001904

distance 0.215

#5 · Dharashivcell 4880003387

distance 0.217

#6 · Laturcell 4810000689

distance 0.227 · cross-district

#7 · Dharashivcell 4880000537

distance 0.228

#8 · Laturcell 4810001364

distance 0.231 · cross-district

#9 · Parbhanicell 4890000403

distance 0.232 · cross-district

#10 · Beedcell 4700000322

distance 0.239 · cross-district

#11 · Buldhanacell 4720000510

distance 0.241 · cross-district

#12 · Sanglicell 4930001739

distance 0.243 · cross-district

#13 · Dharashivcell 4880006091

distance 0.249

#14 · Washimcell 4990004112

distance 0.251 · cross-district

#15 · Amravaticell 4680006474

distance 0.252 · cross-district

#16 · Ahmednagarcell 4660011734

distance 0.252 · cross-district

#17 · Nandedcell 4850000798

distance 0.254 · cross-district

#18 · Sanglicell 4930002585

distance 0.257 · 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":4880001521}}}'

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.