Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004384

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005734

distance 0.222

#2 · Laturcell 4810001372

distance 0.234 · cross-district

#3 · Dharashivcell 4880004211

distance 0.235

#4 · Solapurcell 4960011952

distance 0.236 · cross-district

#5 · Ahmednagarcell 4660010115

distance 0.237 · cross-district

#6 · Ahmednagarcell 4660004529

distance 0.238 · cross-district

#7 · Ahmednagarcell 4660011572

distance 0.243 · cross-district

#8 · Laturcell 4810000964

distance 0.247 · cross-district

#9 · Dharashivcell 4880004437

distance 0.252

#10 · Beedcell 4700004514

distance 0.253 · cross-district

#11 · Solapurcell 4960006581

distance 0.254 · cross-district

#12 · Dharashivcell 4880005398

distance 0.254

#13 · Dharashivcell 4880005272

distance 0.256

#14 · Dharashivcell 4880003310

distance 0.264

#15 · Washimcell 4990002541

distance 0.266 · cross-district

#16 · Sanglicell 4930001909

distance 0.266 · cross-district

#17 · Ahmednagarcell 4660008588

distance 0.269 · cross-district

#18 · Washimcell 4990001583

distance 0.27 · 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":4880004384}}}'

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.