Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004956

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001307

distance 0.261 · cross-district

#2 · Kolhapurcell 4800004371

distance 0.271

#3 · Punecell 4900003360

distance 0.278 · cross-district

#4 · Kolhapurcell 4800004801

distance 0.294

#5 · Chhatrapati Sambhajinagarcell 4690002344

distance 0.295 · cross-district

#6 · Kolhapurcell 4800001905

distance 0.299

#7 · Punecell 4900002759

distance 0.301 · cross-district

#8 · Kolhapurcell 4800005043

distance 0.302

#9 · Sataracell 4940006584

distance 0.304 · cross-district

#10 · Amravaticell 4680003786

distance 0.304 · cross-district

#11 · Sataracell 4940008215

distance 0.306 · cross-district

#12 · Sataracell 4940005600

distance 0.319 · cross-district

#13 · Nashikcell 4870003827

distance 0.32 · cross-district

#14 · Ahmednagarcell 4660007353

distance 0.324 · cross-district

#15 · Kolhapurcell 4800003777

distance 0.331

#16 · Sanglicell 4930002200

distance 0.335 · cross-district

#17 · Ahmednagarcell 4660005229

distance 0.337 · cross-district

#18 · Ahmednagarcell 4660011342

distance 0.338 · 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":4800004956}}}'

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.