Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009909

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010009

distance 0.166

#2 · Punecell 4900010377

distance 0.207

#3 · Punecell 4900003427

distance 0.207

#4 · Punecell 4900010110

distance 0.243

#5 · Punecell 4900009703

distance 0.245

#6 · Punecell 4900009997

distance 0.246

#7 · Punecell 4900010013

distance 0.254

#8 · Punecell 4900010113

distance 0.259

#9 · Punecell 4900010196

distance 0.261

#10 · Punecell 4900005086

distance 0.262

#11 · Punecell 4900001809

distance 0.274

#12 · Ahmednagarcell 4660004718

distance 0.276 · cross-district

#13 · Punecell 4900010003

distance 0.28

#14 · Punecell 4900002113

distance 0.281

#15 · Punecell 4900009697

distance 0.282

#16 · Punecell 4900009704

distance 0.282

#17 · Punecell 4900009791

distance 0.283

#18 · Punecell 4900010559

distance 0.284

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":4900009909}}}'

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.