Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005403

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.466

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005334

distance 0.466 · cross-district

#2 · Kolhapurcell 4800004372

distance 0.466

#3 · Sataracell 4940000776

distance 0.487 · cross-district

#4 · Solapurcell 4960010523

distance 0.49 · cross-district

#5 · Kolhapurcell 4800004633

distance 0.502

#6 · Solapurcell 4960011737

distance 0.505 · cross-district

#7 · Punecell 4900000392

distance 0.518 · cross-district

#8 · Buldhanacell 4720000597

distance 0.527 · cross-district

#9 · Nashikcell 4870000380

distance 0.528 · cross-district

#10 · Ahmednagarcell 4660001437

distance 0.531 · cross-district

#11 · Solapurcell 4960001777

distance 0.534 · cross-district

#12 · Solapurcell 4960008293

distance 0.537 · cross-district

#13 · Sataracell 4940000191

distance 0.537 · cross-district

#14 · Solapurcell 4960009299

distance 0.54 · cross-district

#15 · Ahmednagarcell 4660012821

distance 0.546 · cross-district

#16 · Punecell 4900003493

distance 0.547 · cross-district

#17 · Nashikcell 4870010580

distance 0.554 · cross-district

#18 · Solapurcell 4960005925

distance 0.565 · 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":4800005403}}}'

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.