Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005781

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005021

distance 0.087

#2 · Beedcell 4700000102

distance 0.097 · cross-district

#3 · Beedcell 4700000159

distance 0.099 · cross-district

#4 · Dharashivcell 4880005119

distance 0.1

#5 · Laturcell 4810003951

distance 0.11 · cross-district

#6 · Dharashivcell 4880005506

distance 0.111

#7 · Laturcell 4810004153

distance 0.111 · cross-district

#8 · Dharashivcell 4880005950

distance 0.111

#9 · Dharashivcell 4880005316

distance 0.112

#10 · Laturcell 4810004454

distance 0.113 · cross-district

#11 · Beedcell 4700000018

distance 0.114 · cross-district

#12 · Dharashivcell 4880005415

distance 0.115

#13 · Laturcell 4810004053

distance 0.117 · cross-district

#14 · Dharashivcell 4880004930

distance 0.118

#15 · Beedcell 4700000122

distance 0.121 · cross-district

#16 · Dharashivcell 4880005317

distance 0.123

#17 · Dharashivcell 4880005510

distance 0.123

#18 · Laturcell 4810004151

distance 0.13 · 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":4880005781}}}'

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.