Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009053

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009268

distance 0.12

#2 · Punecell 4900009574

distance 0.19

#3 · Punecell 4900007825

distance 0.192

#4 · Punecell 4900008044

distance 0.199

#5 · Punecell 4900006973

distance 0.201

#6 · Punecell 4900009257

distance 0.203

#7 · Punecell 4900009278

distance 0.208

#8 · Punecell 4900009470

distance 0.214

#9 · Punecell 4900007831

distance 0.219

#10 · Punecell 4900006733

distance 0.22

#11 · Punecell 4900009266

distance 0.222

#12 · Punecell 4900011794

distance 0.224

#13 · Punecell 4900007833

distance 0.225

#14 · Punecell 4900005614

distance 0.227

#15 · Punecell 4900009869

distance 0.231

#16 · Punecell 4900008387

distance 0.235

#17 · Punecell 4900009376

distance 0.239

#18 · Punecell 4900006373

distance 0.241

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":4900009053}}}'

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.