Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004218

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004739

distance 0.097

#2 · Dharashivcell 4880004836

distance 0.108

#3 · Laturcell 4810003134

distance 0.123 · cross-district

#4 · Beedcell 4700000020

distance 0.125 · cross-district

#5 · Beedcell 4700000119

distance 0.13 · cross-district

#6 · Dharashivcell 4880005318

distance 0.135

#7 · Laturcell 4810003038

distance 0.14 · cross-district

#8 · Dharashivcell 4880004736

distance 0.141

#9 · Laturcell 4810003027

distance 0.142 · cross-district

#10 · Dharashivcell 4880004933

distance 0.145

#11 · Laturcell 4810003036

distance 0.147 · cross-district

#12 · Solapurcell 4960010966

distance 0.148 · cross-district

#13 · Laturcell 4810003140

distance 0.151 · cross-district

#14 · Laturcell 4810003142

distance 0.152 · cross-district

#15 · Laturcell 4810003343

distance 0.152 · cross-district

#16 · Laturcell 4810000574

distance 0.153 · cross-district

#17 · Dharashivcell 4880005602

distance 0.153

#18 · Laturcell 4810004051

distance 0.155 · 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":4880004218}}}'

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.