Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001595

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.319

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003528

distance 0.319

#2 · Ahmednagarcell 4660013437

distance 0.34 · cross-district

#3 · Dharashivcell 4880000203

distance 0.365 · cross-district

#4 · Wardhacell 4980001928

distance 0.366 · cross-district

#5 · Nashikcell 4870005436

distance 0.368 · cross-district

#6 · Ahmednagarcell 4660011745

distance 0.375 · cross-district

#7 · Washimcell 4990000989

distance 0.383 · cross-district

#8 · Akolacell 4670000389

distance 0.387 · cross-district

#9 · Nashikcell 4870003045

distance 0.387 · cross-district

#10 · Ahmednagarcell 4660013573

distance 0.388 · cross-district

#11 · Chandrapurcell 4730001670

distance 0.389

#12 · Yavatmalcell 5000008685

distance 0.389 · cross-district

#13 · Nashikcell 4870007337

distance 0.391 · cross-district

#14 · Ahmednagarcell 4660008891

distance 0.397 · cross-district

#15 · Solapurcell 4960004869

distance 0.398 · cross-district

#16 · Nashikcell 4870007201

distance 0.398 · cross-district

#17 · Jalgaoncell 4780004462

distance 0.398 · cross-district

#18 · Jalgaoncell 4780000384

distance 0.403 · 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":4730001595}}}'

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.