Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012422

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 3 distinct districts

Index confidence

0.92

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 · Ahmednagarcell 4660005766

distance 0.2 · cross-district

#2 · Punecell 4900002878

distance 0.211

#3 · Ahmednagarcell 4660008192

distance 0.223 · cross-district

#4 · Punecell 4900012854

distance 0.244

#5 · Punecell 4900012912

distance 0.251

#6 · Ahmednagarcell 4660008345

distance 0.252 · cross-district

#7 · Sataracell 4940008776

distance 0.254 · cross-district

#8 · Sataracell 4940008633

distance 0.258 · cross-district

#9 · Sataracell 4940007045

distance 0.259 · cross-district

#10 · Sataracell 4940008901

distance 0.261 · cross-district

#11 · Punecell 4900012908

distance 0.262

#12 · Punecell 4900012913

distance 0.264

#13 · Sataracell 4940002117

distance 0.264 · cross-district

#14 · Sataracell 4940004983

distance 0.267 · cross-district

#15 · Ahmednagarcell 4660007739

distance 0.269 · cross-district

#16 · Punecell 4900001811

distance 0.269

#17 · Sataracell 4940008378

distance 0.272 · cross-district

#18 · Sataracell 4940005299

distance 0.275 · 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":4900012422}}}'

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.