Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004345

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660011740

distance 0.257 · cross-district

#2 · Sanglicell 4930003912

distance 0.298 · cross-district

#3 · Kolhapurcell 4800005837

distance 0.306

#4 · Jalnacell 4790003824

distance 0.307 · cross-district

#5 · Kolhapurcell 4800004022

distance 0.32

#6 · Sanglicell 4930000543

distance 0.321 · cross-district

#7 · Laturcell 4810002948

distance 0.329 · cross-district

#8 · Kolhapurcell 4800004587

distance 0.33

#9 · Nandedcell 4850004734

distance 0.334 · cross-district

#10 · Kolhapurcell 4800004017

distance 0.338

#11 · Kolhapurcell 4800004677

distance 0.338

#12 · Kolhapurcell 4800003367

distance 0.338

#13 · Dharashivcell 4880003826

distance 0.344 · cross-district

#14 · Jalnacell 4790003302

distance 0.347 · cross-district

#15 · Laturcell 4810001409

distance 0.348 · cross-district

#16 · Amravaticell 4680003177

distance 0.349 · cross-district

#17 · Buldhanacell 4720006941

distance 0.351 · cross-district

#18 · Amravaticell 4680002888

distance 0.353 · 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":4800004345}}}'

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.