Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004302

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003026

distance 0.261 · cross-district

#2 · Laturcell 4810004942

distance 0.265 · cross-district

#3 · Laturcell 4810001819

distance 0.269 · cross-district

#4 · Buldhanacell 4720000576

distance 0.27 · cross-district

#5 · Dharashivcell 4880002651

distance 0.274

#6 · Solapurcell 4960010801

distance 0.276 · cross-district

#7 · Dharashivcell 4880006078

distance 0.279

#8 · Dharashivcell 4880000041

distance 0.284

#9 · Sanglicell 4930004119

distance 0.285 · cross-district

#10 · Dharashivcell 4880003234

distance 0.288

#11 · Laturcell 4810001725

distance 0.288 · cross-district

#12 · Beedcell 4700003819

distance 0.293 · cross-district

#13 · Jalnacell 4790003304

distance 0.296 · cross-district

#14 · Sanglicell 4930001584

distance 0.297 · cross-district

#15 · Solapurcell 4960006407

distance 0.298 · cross-district

#16 · Laturcell 4810001136

distance 0.3 · cross-district

#17 · Laturcell 4810004535

distance 0.3 · cross-district

#18 · Beedcell 4700007242

distance 0.306 · 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":4880004302}}}'

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.