Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002325

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002231

distance 0.294

#2 · Buldhanacell 4720001247

distance 0.406 · cross-district

#3 · Sanglicell 4930004487

distance 0.458 · cross-district

#4 · Sanglicell 4930004631

distance 0.462 · cross-district

#5 · Akolacell 4670000055

distance 0.475 · cross-district

#6 · Nagpurcell 4840001052

distance 0.5 · cross-district

#7 · Chandrapurcell 4730005111

distance 0.509 · cross-district

#8 · Amravaticell 4680002108

distance 0.512 · cross-district

#9 · Kolhapurcell 4800002319

distance 0.513

#10 · Buldhanacell 4720001192

distance 0.515 · cross-district

#11 · Sanglicell 4930004630

distance 0.522 · cross-district

#12 · Dharashivcell 4880005943

distance 0.536 · cross-district

#13 · Chandrapurcell 4730004919

distance 0.541 · cross-district

#14 · Buldhanacell 4720005718

distance 0.545 · cross-district

#15 · Gadchirolicell 4750006150

distance 0.553 · cross-district

#16 · Chandrapurcell 4730005401

distance 0.554 · cross-district

#17 · Nagpurcell 4840008583

distance 0.559 · cross-district

#18 · Buldhanacell 4720004879

distance 0.565 · 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":4800002325}}}'

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.