Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007297

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006325

distance 0.132

#2 · Punecell 4900006202

distance 0.149

#3 · Punecell 4900006809

distance 0.16

#4 · Punecell 4900007300

distance 0.188

#5 · Punecell 4900006444

distance 0.203

#6 · Punecell 4900006326

distance 0.227

#7 · Punecell 4900005700

distance 0.229

#8 · Punecell 4900006684

distance 0.249

#9 · Punecell 4900007174

distance 0.255

#10 · Punecell 4900006681

distance 0.256

#11 · Punecell 4900006934

distance 0.264

#12 · Punecell 4900007299

distance 0.266

#13 · Punecell 4900007654

distance 0.266

#14 · Punecell 4900007541

distance 0.267

#15 · Punecell 4900007175

distance 0.268

#16 · Punecell 4900006549

distance 0.268

#17 · Punecell 4900007306

distance 0.27

#18 · Punecell 4900005697

distance 0.274

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":4900007297}}}'

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.