Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002667

The MH-36 locality cells most similar to this Chandrapur 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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.333

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005208

distance 0.333 · cross-district

#2 · Dharashivcell 4880001188

distance 0.334 · cross-district

#3 · Ahmednagarcell 4660010749

distance 0.343 · cross-district

#4 · Chandrapurcell 4730003831

distance 0.348

#5 · Dharashivcell 4880000062

distance 0.355 · cross-district

#6 · Chandrapurcell 4730004495

distance 0.359

#7 · Chandrapurcell 4730004590

distance 0.36

#8 · Chandrapurcell 4730002877

distance 0.36

#9 · Beedcell 4700006152

distance 0.364 · cross-district

#10 · Nandedcell 4850000212

distance 0.365 · cross-district

#11 · Buldhanacell 4720001642

distance 0.366 · cross-district

#12 · Ahmednagarcell 4660011231

distance 0.366 · cross-district

#13 · Buldhanacell 4720001058

distance 0.366 · cross-district

#14 · Wardhacell 4980000196

distance 0.367 · cross-district

#15 · Jalgaoncell 4780002438

distance 0.369 · cross-district

#16 · Buldhanacell 4720002451

distance 0.371 · cross-district

#17 · Ahmednagarcell 4660010283

distance 0.371 · cross-district

#18 · Washimcell 4990000500

distance 0.372 · 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":473,"cluster_id":4730002667}}}'

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.