Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000069

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.556

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000258

distance 0.556

#2 · Nashikcell 4870001434

distance 0.586 · cross-district

#3 · Kolhapurcell 4800000017

distance 0.611

#4 · Nashikcell 4870000449

distance 0.648 · cross-district

#5 · Nashikcell 4870000726

distance 0.65 · cross-district

#6 · Nashikcell 4870003631

distance 0.661 · cross-district

#7 · Ahmednagarcell 4660013292

distance 0.668 · cross-district

#8 · Ratnagiricell 4920003158

distance 0.681 · cross-district

#9 · Sindhudurgcell 4950000797

distance 0.685 · cross-district

#10 · Nashikcell 4870001336

distance 0.693 · cross-district

#11 · Nashikcell 4870006129

distance 0.711 · cross-district

#12 · Ratnagiricell 4920001340

distance 0.714 · cross-district

#13 · Ahmednagarcell 4660013463

distance 0.725 · cross-district

#14 · Nashikcell 4870000498

distance 0.725 · cross-district

#15 · Nashikcell 4870003630

distance 0.725 · cross-district

#16 · Nashikcell 4870001455

distance 0.729 · cross-district

#17 · Nashikcell 4870003213

distance 0.734 · cross-district

#18 · Ahmednagarcell 4660011810

distance 0.734 · 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":4800000069}}}'

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.