Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001701

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002268

distance 0.131

#2 · Solapurcell 4960008244

distance 0.139 · cross-district

#3 · Solapurcell 4960010576

distance 0.139 · cross-district

#4 · Solapurcell 4960010081

distance 0.143 · cross-district

#5 · Solapurcell 4960009250

distance 0.146 · cross-district

#6 · Dharashivcell 4880002730

distance 0.149

#7 · Solapurcell 4960009547

distance 0.15 · cross-district

#8 · Dharashivcell 4880001639

distance 0.15

#9 · Beedcell 4700005570

distance 0.154 · cross-district

#10 · Solapurcell 4960010397

distance 0.155 · cross-district

#11 · Dharashivcell 4880002732

distance 0.157

#12 · Solapurcell 4960010084

distance 0.158 · cross-district

#13 · Solapurcell 4960009641

distance 0.16 · cross-district

#14 · Dharashivcell 4880002125

distance 0.163

#15 · Dharashivcell 4880001871

distance 0.165

#16 · Solapurcell 4960009746

distance 0.165 · cross-district

#17 · Dharashivcell 4880002038

distance 0.165

#18 · Beedcell 4700005990

distance 0.166 · 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":4880001701}}}'

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.