Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005322

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003750

distance 0.227

#2 · Punecell 4900002953

distance 0.246 · cross-district

#3 · Punecell 4900002941

distance 0.258 · cross-district

#4 · Punecell 4900002798

distance 0.265 · cross-district

#5 · Kolhapurcell 4800003899

distance 0.278

#6 · Punecell 4900004309

distance 0.284 · cross-district

#7 · Nandedcell 4850004140

distance 0.287 · cross-district

#8 · Nandedcell 4850004609

distance 0.288 · cross-district

#9 · Nandedcell 4850004542

distance 0.294 · cross-district

#10 · Ahmednagarcell 4660001340

distance 0.305 · cross-district

#11 · Jalgaoncell 4780008339

distance 0.312 · cross-district

#12 · Punecell 4900002500

distance 0.322 · cross-district

#13 · Nandedcell 4850004001

distance 0.323 · cross-district

#14 · Ahmednagarcell 4660001258

distance 0.323 · cross-district

#15 · Ahmednagarcell 4660004240

distance 0.33 · cross-district

#16 · Nandedcell 4850004677

distance 0.331 · cross-district

#17 · Kolhapurcell 4800003898

distance 0.333

#18 · Punecell 4900000005

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":4800005322}}}'

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.