Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005051

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

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005314

distance 0.256

#2 · Akolacell 4670001770

distance 0.261 · cross-district

#3 · Kolhapurcell 4800005130

distance 0.278

#4 · Akolacell 4670001910

distance 0.278 · cross-district

#5 · Amravaticell 4680003090

distance 0.281 · cross-district

#6 · Kolhapurcell 4800004801

distance 0.288

#7 · Sataracell 4940008212

distance 0.293 · cross-district

#8 · Akolacell 4670001927

distance 0.294 · cross-district

#9 · Amravaticell 4680002991

distance 0.297 · cross-district

#10 · Sataracell 4940008117

distance 0.304 · cross-district

#11 · Punecell 4900001861

distance 0.306 · cross-district

#12 · Amravaticell 4680002890

distance 0.306 · cross-district

#13 · Punecell 4900003360

distance 0.306 · cross-district

#14 · Kolhapurcell 4800004036

distance 0.312

#15 · Sataracell 4940008214

distance 0.312 · cross-district

#16 · Sataracell 4940008211

distance 0.312 · cross-district

#17 · Sataracell 4940004847

distance 0.314 · cross-district

#18 · Amravaticell 4680002992

distance 0.317 · 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":4800005051}}}'

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.