Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005809

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005544

distance 0.079

#2 · Dharashivcell 4880005724

distance 0.108

#3 · Dharashivcell 4880005811

distance 0.115

#4 · Dharashivcell 4880005976

distance 0.115

#5 · Dharashivcell 4880005542

distance 0.121

#6 · Dharashivcell 4880005449

distance 0.128

#7 · Dharashivcell 4880005634

distance 0.142

#8 · Laturcell 4810006035

distance 0.154 · cross-district

#9 · Parbhanicell 4890000040

distance 0.164 · cross-district

#10 · Laturcell 4810005941

distance 0.164 · cross-district

#11 · Dharashivcell 4880005354

distance 0.168

#12 · Dharashivcell 4880006176

distance 0.169

#13 · Dharashivcell 4880005894

distance 0.171

#14 · Parbhanicell 4890000060

distance 0.175 · cross-district

#15 · Dharashivcell 4880006165

distance 0.177

#16 · Dharashivcell 4880005979

distance 0.178

#17 · Parbhanicell 4890000017

distance 0.18 · cross-district

#18 · Dharashivcell 4880005637

distance 0.183

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":4880005809}}}'

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.