Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005984

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.335

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004476

distance 0.335

#2 · Ratnagiricell 4920003480

distance 0.369 · cross-district

#3 · Jalgaoncell 4780007865

distance 0.387 · cross-district

#4 · Sataracell 4940003269

distance 0.393 · cross-district

#5 · Sanglicell 4930001818

distance 0.395 · cross-district

#6 · Nandedcell 4850004345

distance 0.4 · cross-district

#7 · Jalgaoncell 4780009369

distance 0.402 · cross-district

#8 · Kolhapurcell 4800000992

distance 0.403

#9 · Nandedcell 4850003861

distance 0.407 · cross-district

#10 · Punecell 4900004190

distance 0.408 · cross-district

#11 · Sataracell 4940002931

distance 0.411 · cross-district

#12 · Jalgaoncell 4780007621

distance 0.412 · cross-district

#13 · Ahmednagarcell 4660003252

distance 0.415 · cross-district

#14 · Solapurcell 4960006098

distance 0.417 · cross-district

#15 · Jalgaoncell 4780007496

distance 0.418 · cross-district

#16 · Nandedcell 4850003860

distance 0.419 · cross-district

#17 · Kolhapurcell 4800006349

distance 0.419

#18 · Beedcell 4700004722

distance 0.42 · 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":4800005984}}}'

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.