Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001392

The MH-36 locality cells most similar to this Pune 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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.618

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006939

distance 0.618 · cross-district

#2 · Nashikcell 4870003215

distance 0.629 · cross-district

#3 · Beedcell 4700007169

distance 0.662 · cross-district

#4 · Ahmednagarcell 4660011135

distance 0.668 · cross-district

#5 · Hingolicell 4770002830

distance 0.679 · cross-district

#6 · Sanglicell 4930004910

distance 0.69 · cross-district

#7 · Ratnagiricell 4920003082

distance 0.694 · cross-district

#8 · Wardhacell 4980004051

distance 0.7 · cross-district

#9 · Gadchirolicell 4750000381

distance 0.709 · cross-district

#10 · Solapurcell 4960011058

distance 0.727 · cross-district

#11 · Punecell 4900003764

distance 0.73

#12 · Ahmednagarcell 4660011297

distance 0.731 · cross-district

#13 · Gadchirolicell 4750000336

distance 0.733 · cross-district

#14 · Solapurcell 4960006327

distance 0.736 · cross-district

#15 · Thanecell 4970000061

distance 0.741 · cross-district

#16 · Nashikcell 4870003216

distance 0.745 · cross-district

#17 · Hingolicell 4770002752

distance 0.757 · cross-district

#18 · Kolhapurcell 4800006495

distance 0.772 · 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":490,"cluster_id":4900001392}}}'

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.