Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005683

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005498

distance 0.124

#2 · Beedcell 4700000033

distance 0.129 · cross-district

#3 · Beedcell 4700000081

distance 0.133 · cross-district

#4 · Dharashivcell 4880005412

distance 0.135

#5 · Dharashivcell 4880005593

distance 0.137

#6 · Dharashivcell 4880005778

distance 0.139

#7 · Beedcell 4700000023

distance 0.14 · cross-district

#8 · Laturcell 4810002052

distance 0.143 · cross-district

#9 · Dharashivcell 4880005216

distance 0.143

#10 · Beedcell 4700000118

distance 0.147 · cross-district

#11 · Beedcell 4700000160

distance 0.148 · cross-district

#12 · Laturcell 4810001138

distance 0.15 · cross-district

#13 · Beedcell 4700000045

distance 0.157 · cross-district

#14 · Dharashivcell 4880001095

distance 0.157

#15 · Dharashivcell 4880005315

distance 0.157

#16 · Dharashivcell 4880005411

distance 0.157

#17 · Dharashivcell 4880005679

distance 0.159

#18 · Laturcell 4810001141

distance 0.159 · 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":4880005683}}}'

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.