Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003898

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005320

distance 0.186

#2 · Punecell 4900002809

distance 0.3 · cross-district

#3 · Kolhapurcell 4800005322

distance 0.333

#4 · Sanglicell 4930004582

distance 0.357 · cross-district

#5 · Kolhapurcell 4800003899

distance 0.359

#6 · Nandedcell 4850004000

distance 0.361 · cross-district

#7 · Kolhapurcell 4800004895

distance 0.361

#8 · Sataracell 4940000324

distance 0.361 · cross-district

#9 · Solapurcell 4960011053

distance 0.364 · cross-district

#10 · Sanglicell 4930003049

distance 0.375 · cross-district

#11 · Punecell 4900002798

distance 0.379 · cross-district

#12 · Ahmednagarcell 4660001340

distance 0.381 · cross-district

#13 · Solapurcell 4960011054

distance 0.385 · cross-district

#14 · Solapurcell 4960010346

distance 0.386 · cross-district

#15 · Nandedcell 4850004677

distance 0.387 · cross-district

#16 · Solapurcell 4960011477

distance 0.389 · cross-district

#17 · Jalgaoncell 4780006978

distance 0.39 · cross-district

#18 · Solapurcell 4960011213

distance 0.391 · 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":4800003898}}}'

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.