Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006154

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006306

distance 0.299

#2 · Kolhapurcell 4800005928

distance 0.342

#3 · Sanglicell 4930003509

distance 0.36 · cross-district

#4 · Kolhapurcell 4800006179

distance 0.366

#5 · Sanglicell 4930002818

distance 0.368 · cross-district

#6 · Sanglicell 4930001815

distance 0.376 · cross-district

#7 · Kolhapurcell 4800005870

distance 0.377

#8 · Kolhapurcell 4800006230

distance 0.383

#9 · Sanglicell 4930003161

distance 0.392 · cross-district

#10 · Kolhapurcell 4800006368

distance 0.395

#11 · Dhulecell 4740000715

distance 0.395 · cross-district

#12 · Kolhapurcell 4800006257

distance 0.396

#13 · Kolhapurcell 4800006271

distance 0.397

#14 · Kolhapurcell 4800006235

distance 0.397

#15 · Sataracell 4940000004

distance 0.398 · cross-district

#16 · Kolhapurcell 4800005947

distance 0.4

#17 · Sanglicell 4930001652

distance 0.402 · cross-district

#18 · Nandurbarcell 4860000566

distance 0.402 · 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":4800006154}}}'

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.