Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006496

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001540

distance 0.189 · cross-district

#2 · Sataracell 4940003604

distance 0.25 · cross-district

#3 · Sataracell 4940002471

distance 0.261 · cross-district

#4 · Sataracell 4940002699

distance 0.27 · cross-district

#5 · Sanglicell 4930004770

distance 0.289 · cross-district

#6 · Sataracell 4940000239

distance 0.312 · cross-district

#7 · Sataracell 4940002810

distance 0.314 · cross-district

#8 · Kolhapurcell 4800006451

distance 0.344

#9 · Buldhanacell 4720001364

distance 0.352 · cross-district

#10 · Nandurbarcell 4860005051

distance 0.377 · cross-district

#11 · Nagpurcell 4840007806

distance 0.392 · cross-district

#12 · Dhulecell 4740005748

distance 0.406 · cross-district

#13 · Chandrapurcell 4730005610

distance 0.411 · cross-district

#14 · Buldhanacell 4720001307

distance 0.413 · cross-district

#15 · Solapurcell 4960006191

distance 0.414 · cross-district

#16 · Sataracell 4940003605

distance 0.415 · cross-district

#17 · Buldhanacell 4720001248

distance 0.418 · cross-district

#18 · Chandrapurcell 4730007640

distance 0.428 · 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":4800006496}}}'

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.