Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009063

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009276

distance 0.068

#2 · Punecell 4900009170

distance 0.135

#3 · Punecell 4900009158

distance 0.168

#4 · Punecell 4900009482

distance 0.203

#5 · Punecell 4900009061

distance 0.205

#6 · Punecell 4900009682

distance 0.206

#7 · Punecell 4900010272

distance 0.207

#8 · Punecell 4900009887

distance 0.213

#9 · Punecell 4900008750

distance 0.215

#10 · Punecell 4900009788

distance 0.216

#11 · Punecell 4900008641

distance 0.216

#12 · Punecell 4900009169

distance 0.216

#13 · Punecell 4900007957

distance 0.217

#14 · Punecell 4900009287

distance 0.222

#15 · Punecell 4900010868

distance 0.23

#16 · Punecell 4900009599

distance 0.232

#17 · Punecell 4900009584

distance 0.233

#18 · Punecell 4900009198

distance 0.235

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":4900009063}}}'

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.