Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004207

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003094

distance 0.198 · cross-district

#2 · Beedcell 4700005908

distance 0.203 · cross-district

#3 · Dharashivcell 4880000335

distance 0.216

#4 · Solapurcell 4960005091

distance 0.218 · cross-district

#5 · Beedcell 4700000798

distance 0.22 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001491

distance 0.222 · cross-district

#7 · Laturcell 4810002235

distance 0.225 · cross-district

#8 · Solapurcell 4960001436

distance 0.227 · cross-district

#9 · Dharashivcell 4880003308

distance 0.233

#10 · Ahmednagarcell 4660010082

distance 0.234 · cross-district

#11 · Nandedcell 4850000527

distance 0.234 · cross-district

#12 · Laturcell 4810000430

distance 0.237 · cross-district

#13 · Ahmednagarcell 4660001001

distance 0.237 · cross-district

#14 · Solapurcell 4960010946

distance 0.239 · cross-district

#15 · Buldhanacell 4720001156

distance 0.241 · cross-district

#16 · Solapurcell 4960000470

distance 0.246 · cross-district

#17 · Beedcell 4700003453

distance 0.246 · cross-district

#18 · Jalnacell 4790005962

distance 0.25 · 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":4880004207}}}'

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.