Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001022

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003437

distance 0.15

#2 · Punecell 4900004006

distance 0.188

#3 · Sataracell 4940007511

distance 0.192 · cross-district

#4 · Punecell 4900003993

distance 0.196

#5 · Punecell 4900000776

distance 0.206

#6 · Sataracell 4940007796

distance 0.213 · cross-district

#7 · Punecell 4900001023

distance 0.214

#8 · Sataracell 4940007613

distance 0.216 · cross-district

#9 · Punecell 4900000895

distance 0.22

#10 · Nashikcell 4870008197

distance 0.22 · cross-district

#11 · Punecell 4900003438

distance 0.221

#12 · Punecell 4900002892

distance 0.223

#13 · Solapurcell 4960007893

distance 0.223 · cross-district

#14 · Punecell 4900001045

distance 0.224

#15 · Punecell 4900002470

distance 0.224

#16 · Sataracell 4940008726

distance 0.224 · cross-district

#17 · Punecell 4900001011

distance 0.226

#18 · Sataracell 4940007592

distance 0.229 · 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":4900001022}}}'

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.