Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005384

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

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001666

distance 0.26 · cross-district

#2 · Sataracell 4940000381

distance 0.275 · cross-district

#3 · Amravaticell 4680008157

distance 0.279 · cross-district

#4 · Kolhapurcell 4800005633

distance 0.28

#5 · Amravaticell 4680007324

distance 0.293 · cross-district

#6 · Amravaticell 4680008158

distance 0.294 · cross-district

#7 · Sataracell 4940000096

distance 0.303 · cross-district

#8 · Sanglicell 4930001376

distance 0.303 · cross-district

#9 · Sanglicell 4930001832

distance 0.307 · cross-district

#10 · Amravaticell 4680008159

distance 0.307 · cross-district

#11 · Amravaticell 4680006850

distance 0.31 · cross-district

#12 · Sataracell 4940004627

distance 0.31 · cross-district

#13 · Sataracell 4940000250

distance 0.311 · cross-district

#14 · Sanglicell 4930003868

distance 0.311 · cross-district

#15 · Sataracell 4940000124

distance 0.313 · cross-district

#16 · Nashikcell 4870007926

distance 0.313 · cross-district

#17 · Sataracell 4940000206

distance 0.319 · cross-district

#18 · Sataracell 4940000165

distance 0.319 · 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":4800005384}}}'

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.