Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010306

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 2 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007885

distance 0.169

#2 · Punecell 4900011139

distance 0.183

#3 · Punecell 4900011361

distance 0.185

#4 · Punecell 4900009622

distance 0.198

#5 · Punecell 4900011140

distance 0.237

#6 · Punecell 4900010307

distance 0.241

#7 · Punecell 4900010819

distance 0.243

#8 · Punecell 4900009621

distance 0.246

#9 · Raigadcell 4910003945

distance 0.256 · cross-district

#10 · Punecell 4900010910

distance 0.256

#11 · Punecell 4900010221

distance 0.257

#12 · Raigadcell 4910005416

distance 0.257 · cross-district

#13 · Punecell 4900010022

distance 0.261

#14 · Punecell 4900009625

distance 0.266

#15 · Raigadcell 4910004910

distance 0.273 · cross-district

#16 · Punecell 4900009419

distance 0.276

#17 · Punecell 4900010212

distance 0.28

#18 · Punecell 4900009928

distance 0.282

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":4900010306}}}'

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.