Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003899

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960010826

distance 0.249 · cross-district

#2 · Kolhapurcell 4800005322

distance 0.278

#3 · Nandedcell 4850004001

distance 0.282 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003170

distance 0.284 · cross-district

#5 · Punecell 4900002814

distance 0.287 · cross-district

#6 · Jalgaoncell 4780007865

distance 0.291 · cross-district

#7 · Jalgaoncell 4780008108

distance 0.297 · cross-district

#8 · Nandedcell 4850004208

distance 0.308 · cross-district

#9 · Solapurcell 4960011480

distance 0.312 · cross-district

#10 · Punecell 4900002651

distance 0.315 · cross-district

#11 · Kolhapurcell 4800003750

distance 0.319

#12 · Punecell 4900000005

distance 0.32 · cross-district

#13 · Jalgaoncell 4780008456

distance 0.322 · cross-district

#14 · Solapurcell 4960008374

distance 0.325 · cross-district

#15 · Nandedcell 4850003999

distance 0.328 · cross-district

#16 · Nandedcell 4850004207

distance 0.334 · cross-district

#17 · Punecell 4900002960

distance 0.335 · cross-district

#18 · Punecell 4900001625

distance 0.336 · 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":4800003899}}}'

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.