Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009719

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 2 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910004653

distance 0.155 · cross-district

#2 · Raigadcell 4910004961

distance 0.181 · cross-district

#3 · Raigadcell 4910003839

distance 0.183 · cross-district

#4 · Punecell 4900008789

distance 0.184

#5 · Punecell 4900008340

distance 0.204

#6 · Punecell 4900010304

distance 0.208

#7 · Raigadcell 4910004802

distance 0.218 · cross-district

#8 · Punecell 4900007786

distance 0.219

#9 · Raigadcell 4910003786

distance 0.223 · cross-district

#10 · Punecell 4900010025

distance 0.227

#11 · Punecell 4900008008

distance 0.233

#12 · Punecell 4900010819

distance 0.238

#13 · Punecell 4900008790

distance 0.242

#14 · Punecell 4900010221

distance 0.245

#15 · Punecell 4900010662

distance 0.248

#16 · Punecell 4900010303

distance 0.251

#17 · Raigadcell 4910004752

distance 0.255 · cross-district

#18 · Punecell 4900010482

distance 0.256

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":4900009719}}}'

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.