Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003088

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002690

distance 0.176

#2 · Kolhapurcell 4800002913

distance 0.202

#3 · Kolhapurcell 4800002637

distance 0.21

#4 · Sataracell 4940001657

distance 0.218 · cross-district

#5 · Kolhapurcell 4800003228

distance 0.22

#6 · Sataracell 4940001564

distance 0.22 · cross-district

#7 · Sataracell 4940001117

distance 0.222 · cross-district

#8 · Kolhapurcell 4800003002

distance 0.222

#9 · Sataracell 4940001571

distance 0.224 · cross-district

#10 · Kolhapurcell 4800002692

distance 0.228

#11 · Kolhapurcell 4800002590

distance 0.233

#12 · Kolhapurcell 4800002591

distance 0.235

#13 · Punecell 4900001727

distance 0.235 · cross-district

#14 · Kolhapurcell 4800002879

distance 0.235

#15 · Kolhapurcell 4800003581

distance 0.239

#16 · Kolhapurcell 4800002737

distance 0.239

#17 · Kolhapurcell 4800002925

distance 0.239

#18 · Kolhapurcell 4800002685

distance 0.241

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":4800003088}}}'

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.