Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002231

The MH-36 locality cells most similar to this Kolhapur 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 11 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002325

distance 0.294

#2 · Kolhapurcell 4800002319

distance 0.318

#3 · Akolacell 4670000055

distance 0.459 · cross-district

#4 · Buldhanacell 4720001247

distance 0.489 · cross-district

#5 · Punecell 4900002363

distance 0.517 · cross-district

#6 · Chandrapurcell 4730004919

distance 0.54 · cross-district

#7 · Gadchirolicell 4750006150

distance 0.565 · cross-district

#8 · Chandrapurcell 4730005013

distance 0.57 · cross-district

#9 · Buldhanacell 4720001192

distance 0.585 · cross-district

#10 · Gadchirolicell 4750000086

distance 0.606 · cross-district

#11 · Nagpurcell 4840001052

distance 0.615 · cross-district

#12 · Solapurcell 4960010903

distance 0.623 · cross-district

#13 · Amravaticell 4680002108

distance 0.625 · cross-district

#14 · Gondiacell 4760000539

distance 0.625 · cross-district

#15 · Kolhapurcell 4800002225

distance 0.635

#16 · Sanglicell 4930004487

distance 0.642 · cross-district

#17 · Sanglicell 4930004631

distance 0.642 · cross-district

#18 · Buldhanacell 4720004879

distance 0.646 · 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":480,"cluster_id":4800002231}}}'

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.