Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007169

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006321

distance 0.096

#2 · Punecell 4900006442

distance 0.155

#3 · Punecell 4900005423

distance 0.168

#4 · Punecell 4900006081

distance 0.195

#5 · Punecell 4900007038

distance 0.201

#6 · Punecell 4900007662

distance 0.201

#7 · Punecell 4900005299

distance 0.207

#8 · Punecell 4900006548

distance 0.208

#9 · Punecell 4900007181

distance 0.209

#10 · Punecell 4900005165

distance 0.215

#11 · Punecell 4900007059

distance 0.215

#12 · Punecell 4900005815

distance 0.221

#13 · Punecell 4900006073

distance 0.227

#14 · Punecell 4900003781

distance 0.227

#15 · Punecell 4900007413

distance 0.227

#16 · Punecell 4900005300

distance 0.228

#17 · Punecell 4900005433

distance 0.228

#18 · Punecell 4900002971

distance 0.229

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":4900007169}}}'

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.