Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001951

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000245

distance 0.138 · cross-district

#2 · Laturcell 4810000460

distance 0.155 · cross-district

#3 · Laturcell 4810000469

distance 0.173 · cross-district

#4 · Laturcell 4810002317

distance 0.176 · cross-district

#5 · Laturcell 4810000076

distance 0.178 · cross-district

#6 · Laturcell 4810000146

distance 0.181 · cross-district

#7 · Laturcell 4810000242

distance 0.185 · cross-district

#8 · Laturcell 4810000020

distance 0.187 · cross-district

#9 · Dharashivcell 4880001862

distance 0.187

#10 · Laturcell 4810000326

distance 0.189 · cross-district

#11 · Laturcell 4810000936

distance 0.196 · cross-district

#12 · Jalnacell 4790004072

distance 0.2 · cross-district

#13 · Dharashivcell 4880002030

distance 0.2

#14 · Beedcell 4700000883

distance 0.201 · cross-district

#15 · Laturcell 4810000571

distance 0.202 · cross-district

#16 · Dharashivcell 4880004550

distance 0.204

#17 · Laturcell 4810001692

distance 0.204 · cross-district

#18 · Dharashivcell 4880001240

distance 0.204

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":4880001951}}}'

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.