Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000295

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.362

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003071

distance 0.362 · cross-district

#2 · Sataracell 4940002866

distance 0.365 · cross-district

#3 · Sataracell 4940002415

distance 0.386 · cross-district

#4 · Sanglicell 4930002504

distance 0.39 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003995

distance 0.39 · cross-district

#6 · Amravaticell 4680003437

distance 0.391 · cross-district

#7 · Kolhapurcell 4800001899

distance 0.393

#8 · Sataracell 4940002063

distance 0.394 · cross-district

#9 · Amravaticell 4680004990

distance 0.395 · cross-district

#10 · Sanglicell 4930005805

distance 0.397 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690006147

distance 0.398 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003707

distance 0.4 · cross-district

#13 · Sataracell 4940001873

distance 0.401 · cross-district

#14 · Bhandaracell 4710003529

distance 0.405 · cross-district

#15 · Sanglicell 4930002501

distance 0.406 · cross-district

#16 · Amravaticell 4680005748

distance 0.408 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003892

distance 0.412 · cross-district

#18 · Hingolicell 4770003573

distance 0.412 · 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":4800000295}}}'

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.