Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004413

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001686

distance 0.189

#2 · Punecell 4900004546

distance 0.231

#3 · Sataracell 4940007161

distance 0.232 · cross-district

#4 · Punecell 4900005895

distance 0.236

#5 · Punecell 4900004954

distance 0.238

#6 · Punecell 4900003851

distance 0.238

#7 · Punecell 4900003998

distance 0.241

#8 · Sataracell 4940007815

distance 0.243 · cross-district

#9 · Sataracell 4940005163

distance 0.246 · cross-district

#10 · Punecell 4900001819

distance 0.251

#11 · Sataracell 4940008198

distance 0.256 · cross-district

#12 · Ahmednagarcell 4660004954

distance 0.258 · cross-district

#13 · Nashikcell 4870000599

distance 0.26 · cross-district

#14 · Sataracell 4940007389

distance 0.262 · cross-district

#15 · Sataracell 4940008001

distance 0.265 · cross-district

#16 · Sataracell 4940008005

distance 0.265 · cross-district

#17 · Punecell 4900006513

distance 0.265

#18 · Nashikcell 4870001941

distance 0.266 · cross-district

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":4900004413}}}'

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.