Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003103

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003908

distance 0.188

#2 · Laturcell 4810000688

distance 0.205 · cross-district

#3 · Ahmednagarcell 4660005958

distance 0.231 · cross-district

#4 · Laturcell 4810001087

distance 0.232 · cross-district

#5 · Laturcell 4810002989

distance 0.233 · cross-district

#6 · Nandedcell 4850002634

distance 0.251 · cross-district

#7 · Beedcell 4700001030

distance 0.256 · cross-district

#8 · Laturcell 4810002291

distance 0.262 · cross-district

#9 · Dharashivcell 4880002992

distance 0.275

#10 · Parbhanicell 4890000898

distance 0.297 · cross-district

#11 · Dharashivcell 4880001404

distance 0.299

#12 · Chhatrapati Sambhajinagarcell 4690005132

distance 0.3 · cross-district

#13 · Washimcell 4990000993

distance 0.304 · cross-district

#14 · Dharashivcell 4880003095

distance 0.305

#15 · Dharashivcell 4880004916

distance 0.305

#16 · Solapurcell 4960005897

distance 0.305 · cross-district

#17 · Buldhanacell 4720001843

distance 0.306 · cross-district

#18 · Dharashivcell 4880005738

distance 0.308

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":4880003103}}}'

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.