Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001171

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000905

distance 0.2

#2 · Punecell 4900000903

distance 0.202

#3 · Punecell 4900000387

distance 0.211

#4 · Punecell 4900004180

distance 0.213

#5 · Punecell 4900005800

distance 0.214

#6 · Punecell 4900000769

distance 0.215

#7 · Punecell 4900000670

distance 0.217

#8 · Kolhapurcell 4800004107

distance 0.218 · cross-district

#9 · Punecell 4900002792

distance 0.219

#10 · Punecell 4900001006

distance 0.219

#11 · Sanglicell 4930000384

distance 0.223 · cross-district

#12 · Sataracell 4940008745

distance 0.227 · cross-district

#13 · Punecell 4900000553

distance 0.231

#14 · Punecell 4900000705

distance 0.233

#15 · Sataracell 4940004114

distance 0.237 · cross-district

#16 · Sataracell 4940003871

distance 0.237 · cross-district

#17 · Punecell 4900000557

distance 0.239

#18 · Punecell 4900000662

distance 0.239

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":4900001171}}}'

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.