Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002598

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002638

distance 0.085

#2 · Dharashivcell 4880002639

distance 0.105

#3 · Dharashivcell 4880002490

distance 0.11

#4 · Laturcell 4810001137

distance 0.125 · cross-district

#5 · Laturcell 4810001207

distance 0.131 · cross-district

#6 · Laturcell 4810000820

distance 0.135 · cross-district

#7 · Dharashivcell 4880002688

distance 0.138

#8 · Dharashivcell 4880002007

distance 0.141

#9 · Dharashivcell 4880005017

distance 0.147

#10 · Laturcell 4810001304

distance 0.149 · cross-district

#11 · Dharashivcell 4880002374

distance 0.15

#12 · Laturcell 4810001792

distance 0.156 · cross-district

#13 · Laturcell 4810001865

distance 0.157 · cross-district

#14 · Dharashivcell 4880001986

distance 0.159

#15 · Dharashivcell 4880003400

distance 0.166

#16 · Beedcell 4700005085

distance 0.166 · cross-district

#17 · Dharashivcell 4880006189

distance 0.167

#18 · Dharashivcell 4880002219

distance 0.168

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":4880002598}}}'

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.