Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006359

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

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006358

distance 0.195

#2 · Chhatrapati Sambhajinagarcell 4690001923

distance 0.245 · cross-district

#3 · Beedcell 4700002688

distance 0.261 · cross-district

#4 · Nandedcell 4850000732

distance 0.262 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001705

distance 0.274 · cross-district

#6 · Jalgaoncell 4780004481

distance 0.274 · cross-district

#7 · Laturcell 4810001736

distance 0.276 · cross-district

#8 · Ahmednagarcell 4660011237

distance 0.278 · cross-district

#9 · Ahmednagarcell 4660013999

distance 0.279 · cross-district

#10 · Sataracell 4940001048

distance 0.281 · cross-district

#11 · Solapurcell 4960012449

distance 0.284 · cross-district

#12 · Kolhapurcell 4800005023

distance 0.286 · cross-district

#13 · Kolhapurcell 4800004348

distance 0.288 · cross-district

#14 · Beedcell 4700000734

distance 0.289 · cross-district

#15 · Laturcell 4810005874

distance 0.294 · cross-district

#16 · Solapurcell 4960006347

distance 0.297 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002215

distance 0.297 · cross-district

#18 · Laturcell 4810002383

distance 0.301 · 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":4880006359}}}'

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.