Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001075

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.31

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003109

distance 0.31 · cross-district

#2 · Laturcell 4810002589

distance 0.313 · cross-district

#3 · Buldhanacell 4720001723

distance 0.334 · cross-district

#4 · Beedcell 4700005212

distance 0.338 · cross-district

#5 · Laturcell 4810003589

distance 0.357 · cross-district

#6 · Amravaticell 4680001820

distance 0.36 · cross-district

#7 · Solapurcell 4960010864

distance 0.361 · cross-district

#8 · Buldhanacell 4720004797

distance 0.361 · cross-district

#9 · Jalnacell 4790002391

distance 0.363 · cross-district

#10 · Hingolicell 4770004029

distance 0.364 · cross-district

#11 · Sanglicell 4930006579

distance 0.37 · cross-district

#12 · Nandedcell 4850000489

distance 0.372 · cross-district

#13 · Buldhanacell 4720003793

distance 0.373 · cross-district

#14 · Nashikcell 4870003996

distance 0.377 · cross-district

#15 · Beedcell 4700001007

distance 0.382 · cross-district

#16 · Solapurcell 4960008952

distance 0.39 · cross-district

#17 · Laturcell 4810003594

distance 0.393 · cross-district

#18 · Parbhanicell 4890002902

distance 0.393 · 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":4880001075}}}'

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.