Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001082

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.335

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004097

distance 0.335 · cross-district

#2 · Dharashivcell 4880000994

distance 0.344

#3 · Amravaticell 4680000172

distance 0.352 · cross-district

#4 · Nagpurcell 4840006814

distance 0.38 · cross-district

#5 · Nagpurcell 4840002861

distance 0.394 · cross-district

#6 · Nandedcell 4850000327

distance 0.396 · cross-district

#7 · Akolacell 4670002629

distance 0.412 · cross-district

#8 · Nandedcell 4850001064

distance 0.419 · cross-district

#9 · Laturcell 4810000260

distance 0.419 · cross-district

#10 · Akolacell 4670002186

distance 0.422 · cross-district

#11 · Akolacell 4670004319

distance 0.424 · cross-district

#12 · Amravaticell 4680000191

distance 0.429 · cross-district

#13 · Buldhanacell 4720000747

distance 0.43 · cross-district

#14 · Wardhacell 4980000422

distance 0.431 · cross-district

#15 · Nandedcell 4850000847

distance 0.432 · cross-district

#16 · Amravaticell 4680000818

distance 0.439 · cross-district

#17 · Laturcell 4810001329

distance 0.439 · cross-district

#18 · Washimcell 4990004198

distance 0.442 · 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":4880001082}}}'

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.