Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001956

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008978

distance 0.183 · cross-district

#2 · Punecell 4900004115

distance 0.198

#3 · Sataracell 4940009000

distance 0.199 · cross-district

#4 · Punecell 4900003558

distance 0.212

#5 · Punecell 4900001529

distance 0.22

#6 · Punecell 4900010205

distance 0.224

#7 · Punecell 4900001521

distance 0.228

#8 · Punecell 4900009792

distance 0.24

#9 · Punecell 4900009912

distance 0.251

#10 · Punecell 4900003682

distance 0.252

#11 · Punecell 4900003828

distance 0.266

#12 · Punecell 4900001950

distance 0.27

#13 · Punecell 4900001523

distance 0.273

#14 · Punecell 4900004241

distance 0.274

#15 · Punecell 4900008734

distance 0.276

#16 · Punecell 4900003688

distance 0.278

#17 · Punecell 4900004254

distance 0.279

#18 · Punecell 4900009803

distance 0.28

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":4900001956}}}'

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.