Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005552

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000793

distance 0.198 · cross-district

#2 · Kolhapurcell 4800005468

distance 0.202

#3 · Sanglicell 4930000694

distance 0.209 · cross-district

#4 · Sanglicell 4930003536

distance 0.209 · cross-district

#5 · Sanglicell 4930000441

distance 0.244 · cross-district

#6 · Kolhapurcell 4800005634

distance 0.253

#7 · Sanglicell 4930002837

distance 0.265 · cross-district

#8 · Sanglicell 4930001375

distance 0.267 · cross-district

#9 · Sanglicell 4930000903

distance 0.271 · cross-district

#10 · Sanglicell 4930001015

distance 0.28 · cross-district

#11 · Sataracell 4940000223

distance 0.281 · cross-district

#12 · Sataracell 4940000273

distance 0.284 · cross-district

#13 · Sanglicell 4930003022

distance 0.285 · cross-district

#14 · Sanglicell 4930001009

distance 0.286 · cross-district

#15 · Sanglicell 4930000792

distance 0.287 · cross-district

#16 · Sanglicell 4930001125

distance 0.287 · cross-district

#17 · Amravaticell 4680005741

distance 0.287 · cross-district

#18 · Jalgaoncell 4780009310

distance 0.289 · 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":4800005552}}}'

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.