Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002869

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002743

distance 0.196

#2 · Sataracell 4940000594

distance 0.205 · cross-district

#3 · Kolhapurcell 4800002775

distance 0.217

#4 · Kolhapurcell 4800002580

distance 0.246

#5 · Kolhapurcell 4800002585

distance 0.246

#6 · Kolhapurcell 4800002684

distance 0.247

#7 · Kolhapurcell 4800002741

distance 0.247

#8 · Kolhapurcell 4800003004

distance 0.252

#9 · Sataracell 4940000992

distance 0.253 · cross-district

#10 · Kolhapurcell 4800002688

distance 0.257

#11 · Kolhapurcell 4800002834

distance 0.261

#12 · Sataracell 4940000651

distance 0.261 · cross-district

#13 · Kolhapurcell 4800002923

distance 0.263

#14 · Sataracell 4940005816

distance 0.268 · cross-district

#15 · Sataracell 4940001853

distance 0.27 · cross-district

#16 · Kolhapurcell 4800002786

distance 0.27

#17 · Kolhapurcell 4800002727

distance 0.271

#18 · Kolhapurcell 4800002930

distance 0.272

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":4800002869}}}'

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.