Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011397

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011535

distance 0.199

#2 · Punecell 4900011104

distance 0.212

#3 · Punecell 4900009974

distance 0.223

#4 · Punecell 4900011921

distance 0.224

#5 · Punecell 4900011720

distance 0.226

#6 · Punecell 4900012212

distance 0.227

#7 · Punecell 4900011181

distance 0.241

#8 · Punecell 4900009573

distance 0.244

#9 · Punecell 4900011190

distance 0.247

#10 · Punecell 4900011041

distance 0.247

#11 · Punecell 4900011105

distance 0.252

#12 · Punecell 4900010071

distance 0.254

#13 · Punecell 4900011329

distance 0.257

#14 · Punecell 4900011786

distance 0.26

#15 · Punecell 4900010261

distance 0.264

#16 · Punecell 4900012209

distance 0.264

#17 · Punecell 4900011726

distance 0.266

#18 · Punecell 4900008944

distance 0.266

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":4900011397}}}'

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.