Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004335

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004170

distance 0.265

#2 · Parbhanicell 4890002761

distance 0.338 · cross-district

#3 · Kolhapurcell 4800004251

distance 0.348

#4 · Kolhapurcell 4800004334

distance 0.356

#5 · Amravaticell 4680002687

distance 0.356 · cross-district

#6 · Kolhapurcell 4800004250

distance 0.374

#7 · Dhulecell 4740001079

distance 0.379 · cross-district

#8 · Amravaticell 4680005509

distance 0.38 · cross-district

#9 · Kolhapurcell 4800004168

distance 0.387

#10 · Kolhapurcell 4800004529

distance 0.389

#11 · Kolhapurcell 4800004020

distance 0.396

#12 · Kolhapurcell 4800004336

distance 0.4

#13 · Nashikcell 4870010973

distance 0.405 · cross-district

#14 · Kolhapurcell 4800004440

distance 0.406

#15 · Hingolicell 4770000170

distance 0.407 · cross-district

#16 · Sanglicell 4930000183

distance 0.41 · cross-district

#17 · Kolhapurcell 4800004595

distance 0.415

#18 · Buldhanacell 4720002943

distance 0.415 · 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":4800004335}}}'

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.