Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005045

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003006

distance 0.182 · cross-district

#2 · Dharashivcell 4880005060

distance 0.194

#3 · Nandedcell 4850004445

distance 0.219 · cross-district

#4 · Dharashivcell 4880005439

distance 0.228

#5 · Beedcell 4700001246

distance 0.236 · cross-district

#6 · Nandedcell 4850003314

distance 0.24 · cross-district

#7 · Parbhanicell 4890001188

distance 0.246 · cross-district

#8 · Ahmednagarcell 4660009809

distance 0.246 · cross-district

#9 · Laturcell 4810005908

distance 0.246 · cross-district

#10 · Nandedcell 4850003135

distance 0.247 · cross-district

#11 · Beedcell 4700005085

distance 0.248 · cross-district

#12 · Dharashivcell 4880006160

distance 0.254

#13 · Dharashivcell 4880003400

distance 0.254

#14 · Laturcell 4810000820

distance 0.255 · cross-district

#15 · Dharashivcell 4880004492

distance 0.257

#16 · Nandedcell 4850006041

distance 0.257 · cross-district

#17 · Dharashivcell 4880006189

distance 0.258

#18 · Nandedcell 4850001682

distance 0.259 · 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":4880005045}}}'

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.