Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000298

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 6 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950001169

distance 0.295 · cross-district

#2 · Kolhapurcell 4800001107

distance 0.455

#3 · Sindhudurgcell 4950001168

distance 0.47 · cross-district

#4 · Thanecell 4970000681

distance 0.512 · cross-district

#5 · Kolhapurcell 4800001066

distance 0.52

#6 · Thanecell 4970000679

distance 0.56 · cross-district

#7 · Kolhapurcell 4800001233

distance 0.582

#8 · Punecell 4900004611

distance 0.587 · cross-district

#9 · Punecell 4900006915

distance 0.592 · cross-district

#10 · Punecell 4900004342

distance 0.594 · cross-district

#11 · Punecell 4900007163

distance 0.602 · cross-district

#12 · Raigadcell 4910005138

distance 0.603 · cross-district

#13 · Punecell 4900007040

distance 0.604 · cross-district

#14 · Bhandaracell 4710000131

distance 0.605 · cross-district

#15 · Punecell 4900004343

distance 0.611 · cross-district

#16 · Kolhapurcell 4800002235

distance 0.612

#17 · Punecell 4900004059

distance 0.615 · cross-district

#18 · Thanecell 4970000545

distance 0.616 · 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":4800000298}}}'

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.