Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001133

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001039

distance 0.096

#2 · Dharashivcell 4880000167

distance 0.104

#3 · Dharashivcell 4880001040

distance 0.124

#4 · Dharashivcell 4880000550

distance 0.13

#5 · Beedcell 4700005127

distance 0.132 · cross-district

#6 · Dharashivcell 4880005765

distance 0.141

#7 · Laturcell 4810001252

distance 0.142 · cross-district

#8 · Beedcell 4700001922

distance 0.143 · cross-district

#9 · Laturcell 4810003248

distance 0.143 · cross-district

#10 · Laturcell 4810001738

distance 0.145 · cross-district

#11 · Beedcell 4700000173

distance 0.153 · cross-district

#12 · Laturcell 4810003250

distance 0.154 · cross-district

#13 · Dharashivcell 4880001103

distance 0.154

#14 · Laturcell 4810003351

distance 0.156 · cross-district

#15 · Solapurcell 4960011357

distance 0.157 · cross-district

#16 · Buldhanacell 4720001808

distance 0.157 · cross-district

#17 · Beedcell 4700000271

distance 0.158 · cross-district

#18 · Dharashivcell 4880006086

distance 0.159

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":4880001133}}}'

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.