Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005912

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002172

distance 0.316 · cross-district

#2 · Sataracell 4940000487

distance 0.32 · cross-district

#3 · Amravaticell 4680004900

distance 0.324 · cross-district

#4 · Sanglicell 4930000440

distance 0.325 · cross-district

#5 · Amravaticell 4680006863

distance 0.326 · cross-district

#6 · Kolhapurcell 4800005970

distance 0.337

#7 · Ahmednagarcell 4660014203

distance 0.337 · cross-district

#8 · Sanglicell 4930000443

distance 0.34 · cross-district

#9 · Amravaticell 4680004228

distance 0.34 · cross-district

#10 · Sataracell 4940000430

distance 0.343 · cross-district

#11 · Kolhapurcell 4800005911

distance 0.351

#12 · Nagpurcell 4840008238

distance 0.352 · cross-district

#13 · Gondiacell 4760001087

distance 0.354 · cross-district

#14 · Akolacell 4670004673

distance 0.355 · cross-district

#15 · Yavatmalcell 5000007960

distance 0.355 · cross-district

#16 · Sanglicell 4930002173

distance 0.356 · cross-district

#17 · Nagpurcell 4840006943

distance 0.357 · cross-district

#18 · Gondiacell 4760001090

distance 0.357 · 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":4800005912}}}'

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.