Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007276

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007154

distance 0.187

#2 · Punecell 4900001615

distance 0.215

#3 · Punecell 4900007029

distance 0.234

#4 · Jalgaoncell 4780003073

distance 0.255 · cross-district

#5 · Punecell 4900006297

distance 0.263

#6 · Jalgaoncell 4780003487

distance 0.265 · cross-district

#7 · Solapurcell 4960003097

distance 0.265 · cross-district

#8 · Punecell 4900001482

distance 0.268

#9 · Jalgaoncell 4780007371

distance 0.269 · cross-district

#10 · Ahmednagarcell 4660004597

distance 0.27 · cross-district

#11 · Ahmednagarcell 4660003237

distance 0.274 · cross-district

#12 · Solapurcell 4960003638

distance 0.278 · cross-district

#13 · Beedcell 4700003650

distance 0.281 · cross-district

#14 · Solapurcell 4960003100

distance 0.282 · cross-district

#15 · Jalgaoncell 4780006399

distance 0.291 · cross-district

#16 · Ahmednagarcell 4660003093

distance 0.291 · cross-district

#17 · Solapurcell 4960000160

distance 0.292 · cross-district

#18 · Solapurcell 4960003234

distance 0.292 · 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":4900007276}}}'

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.