Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004422

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000206

distance 0.312 · cross-district

#2 · Solapurcell 4960005063

distance 0.326 · cross-district

#3 · Parbhanicell 4890002812

distance 0.331 · cross-district

#4 · Kolhapurcell 4800004106

distance 0.338

#5 · Jalgaoncell 4780005617

distance 0.349 · cross-district

#6 · Kolhapurcell 4800004252

distance 0.358

#7 · Solapurcell 4960004299

distance 0.361 · cross-district

#8 · Kolhapurcell 4800004857

distance 0.374

#9 · Jalnacell 4790003786

distance 0.376 · cross-district

#10 · Parbhanicell 4890002757

distance 0.4 · cross-district

#11 · Beedcell 4700008420

distance 0.407 · cross-district

#12 · Kolhapurcell 4800004019

distance 0.409

#13 · Jalnacell 4790003875

distance 0.41 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003298

distance 0.41 · cross-district

#15 · Jalgaoncell 4780005913

distance 0.418 · cross-district

#16 · Solapurcell 4960004905

distance 0.423 · cross-district

#17 · Kolhapurcell 4800004856

distance 0.424

#18 · Kolhapurcell 4800004415

distance 0.441

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":4800004422}}}'

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.