Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003741

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002467

distance 0.244 · cross-district

#2 · Beedcell 4700007873

distance 0.245 · cross-district

#3 · Laturcell 4810002700

distance 0.256 · cross-district

#4 · Laturcell 4810001566

distance 0.26 · cross-district

#5 · Solapurcell 4960005505

distance 0.281 · cross-district

#6 · Washimcell 4990002008

distance 0.293 · cross-district

#7 · Dharashivcell 4880003219

distance 0.294

#8 · Buldhanacell 4720002671

distance 0.298 · cross-district

#9 · Beedcell 4700005454

distance 0.301 · cross-district

#10 · Beedcell 4700006598

distance 0.304 · cross-district

#11 · Laturcell 4810001171

distance 0.308 · cross-district

#12 · Laturcell 4810003432

distance 0.309 · cross-district

#13 · Laturcell 4810000250

distance 0.309 · cross-district

#14 · Sanglicell 4930000526

distance 0.309 · cross-district

#15 · Dharashivcell 4880003131

distance 0.312

#16 · Dharashivcell 4880001776

distance 0.313

#17 · Ahmednagarcell 4660007712

distance 0.315 · cross-district

#18 · Dharashivcell 4880003134

distance 0.315

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":4880003741}}}'

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.