Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000001839

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001609

distance 0.175

#2 · Yavatmalcell 5000001851

distance 0.185

#3 · Nandedcell 4850000551

distance 0.186 · cross-district

#4 · Yavatmalcell 5000006528

distance 0.208

#5 · Yavatmalcell 5000001955

distance 0.234

#6 · Yavatmalcell 5000003290

distance 0.238

#7 · Nagpurcell 4840004824

distance 0.246 · cross-district

#8 · Yavatmalcell 5000010910

distance 0.247

#9 · Washimcell 4990002145

distance 0.25 · cross-district

#10 · Nandedcell 4850000581

distance 0.251 · cross-district

#11 · Yavatmalcell 5000011491

distance 0.255

#12 · Chandrapurcell 4730001690

distance 0.256 · cross-district

#13 · Parbhanicell 4890004662

distance 0.256 · cross-district

#14 · Nandedcell 4850000324

distance 0.256 · cross-district

#15 · Amravaticell 4680000678

distance 0.257 · cross-district

#16 · Nandedcell 4850000585

distance 0.257 · cross-district

#17 · Nandedcell 4850001026

distance 0.259 · cross-district

#18 · Jalnacell 4790002802

distance 0.26 · 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":5000001839}}}'

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.