Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001608

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004824

distance 0.154

#2 · Laturcell 4810004849

distance 0.171 · cross-district

#3 · Beedcell 4700001039

distance 0.172 · cross-district

#4 · Laturcell 4810005199

distance 0.181 · cross-district

#5 · Laturcell 4810000691

distance 0.184 · cross-district

#6 · Beedcell 4700007253

distance 0.186 · cross-district

#7 · Laturcell 4810002934

distance 0.191 · cross-district

#8 · Laturcell 4810000533

distance 0.195 · cross-district

#9 · Laturcell 4810001910

distance 0.198 · cross-district

#10 · Laturcell 4810005372

distance 0.198 · cross-district

#11 · Laturcell 4810002474

distance 0.199 · cross-district

#12 · Dharashivcell 4880003841

distance 0.218

#13 · Sanglicell 4930000715

distance 0.218 · cross-district

#14 · Laturcell 4810002358

distance 0.219 · cross-district

#15 · Laturcell 4810001911

distance 0.222 · cross-district

#16 · Laturcell 4810002935

distance 0.23 · cross-district

#17 · Laturcell 4810000226

distance 0.235 · cross-district

#18 · Beedcell 4700000815

distance 0.235 · 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":4880001608}}}'

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.