Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004090

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

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660009645

distance 0.309 · cross-district

#2 · Parbhanicell 4890001178

distance 0.4 · cross-district

#3 · Parbhanicell 4890001707

distance 0.401 · cross-district

#4 · Kolhapurcell 4800003662

distance 0.407

#5 · Beedcell 4700001055

distance 0.421 · cross-district

#6 · Chandrapurcell 4730002884

distance 0.434 · cross-district

#7 · Dharashivcell 4880001066

distance 0.44 · cross-district

#8 · Laturcell 4810001505

distance 0.441 · cross-district

#9 · Kolhapurcell 4800004338

distance 0.444

#10 · Laturcell 4810002958

distance 0.451 · cross-district

#11 · Nagpurcell 4840003848

distance 0.455 · cross-district

#12 · Beedcell 4700005410

distance 0.456 · cross-district

#13 · Nandedcell 4850004733

distance 0.456 · cross-district

#14 · Solapurcell 4960005152

distance 0.462 · cross-district

#15 · Punecell 4900010020

distance 0.463 · cross-district

#16 · Dhulecell 4740001065

distance 0.469 · cross-district

#17 · Punecell 4900005388

distance 0.477 · cross-district

#18 · Punecell 4900006178

distance 0.481 · 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":4800004090}}}'

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.