Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004176

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

0.92

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 4880005908

distance 0.097

#2 · Dharashivcell 4880004341

distance 0.104

#3 · Dharashivcell 4880004508

distance 0.11

#4 · Dharashivcell 4880005362

distance 0.112

#5 · Laturcell 4810001599

distance 0.114 · cross-district

#6 · Dharashivcell 4880004598

distance 0.119

#7 · Beedcell 4700008164

distance 0.12 · cross-district

#8 · Dharashivcell 4880003838

distance 0.125

#9 · Dharashivcell 4880004259

distance 0.127

#10 · Dharashivcell 4880003194

distance 0.13

#11 · Buldhanacell 4720002489

distance 0.13 · cross-district

#12 · Laturcell 4810001685

distance 0.131 · cross-district

#13 · Dharashivcell 4880005558

distance 0.135

#14 · Washimcell 4990001464

distance 0.135 · cross-district

#15 · Dharashivcell 4880003244

distance 0.136

#16 · Washimcell 4990001650

distance 0.137 · cross-district

#17 · Dharashivcell 4880006238

distance 0.138

#18 · Washimcell 4990001643

distance 0.138 · 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":4880004176}}}'

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.