Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000004641

The MH-36 locality cells most similar to this Yavatmal 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

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004817

distance 0.25

#2 · Yavatmalcell 5000004290

distance 0.266

#3 · Yavatmalcell 5000004991

distance 0.267

#4 · Chandrapurcell 4730003094

distance 0.275 · cross-district

#5 · Yavatmalcell 5000005336

distance 0.288

#6 · Beedcell 4700003457

distance 0.302 · cross-district

#7 · Buldhanacell 4720003667

distance 0.326 · cross-district

#8 · Beedcell 4700003034

distance 0.327 · cross-district

#9 · Buldhanacell 4720004391

distance 0.328 · cross-district

#10 · Akolacell 4670000565

distance 0.342 · cross-district

#11 · Beedcell 4700004054

distance 0.346 · cross-district

#12 · Yavatmalcell 5000004818

distance 0.348

#13 · Yavatmalcell 5000004466

distance 0.349

#14 · Ahmednagarcell 4660004033

distance 0.349 · cross-district

#15 · Buldhanacell 4720004458

distance 0.356 · cross-district

#16 · Laturcell 4810003427

distance 0.356 · cross-district

#17 · Yavatmalcell 5000001568

distance 0.357

#18 · Beedcell 4700003039

distance 0.357 · 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":500,"cluster_id":5000004641}}}'

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.