Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004248

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.369

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003264

distance 0.369 · cross-district

#2 · Amravaticell 4680006292

distance 0.393 · cross-district

#3 · Laturcell 4810003473

distance 0.419 · cross-district

#4 · Ahmednagarcell 4660004946

distance 0.434 · cross-district

#5 · Kolhapurcell 4800004168

distance 0.438

#6 · Sataracell 4940004345

distance 0.439 · cross-district

#7 · Sanglicell 4930000401

distance 0.446 · cross-district

#8 · Nandedcell 4850005128

distance 0.446 · cross-district

#9 · Nagpurcell 4840003200

distance 0.453 · cross-district

#10 · Nandedcell 4850005198

distance 0.454 · cross-district

#11 · Sataracell 4940004826

distance 0.458 · cross-district

#12 · Solapurcell 4960011103

distance 0.462 · cross-district

#13 · Sanglicell 4930000461

distance 0.464 · cross-district

#14 · Amravaticell 4680002684

distance 0.467 · cross-district

#15 · Dhulecell 4740005174

distance 0.477 · cross-district

#16 · Buldhanacell 4720006864

distance 0.478 · cross-district

#17 · Amravaticell 4680002787

distance 0.479 · cross-district

#18 · Parbhanicell 4890002206

distance 0.482 · 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":4800004248}}}'

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.