Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005241

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005240

distance 0.145

#2 · Punecell 4900005371

distance 0.149

#3 · Punecell 4900005497

distance 0.164

#4 · Punecell 4900004691

distance 0.178

#5 · Punecell 4900002437

distance 0.185

#6 · Punecell 4900002732

distance 0.186

#7 · Punecell 4900001411

distance 0.213

#8 · Punecell 4900004967

distance 0.224

#9 · Sataracell 4940008082

distance 0.225 · cross-district

#10 · Punecell 4900005498

distance 0.232

#11 · Punecell 4900005110

distance 0.235

#12 · Ahmednagarcell 4660004336

distance 0.238 · cross-district

#13 · Punecell 4900004966

distance 0.239

#14 · Punecell 4900005360

distance 0.241

#15 · Sataracell 4940007982

distance 0.248 · cross-district

#16 · Sataracell 4940007143

distance 0.25 · cross-district

#17 · Sataracell 4940005414

distance 0.252 · cross-district

#18 · Punecell 4900005495

distance 0.253

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":4900005241}}}'

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.