Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012697

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013032

distance 0.179

#2 · Punecell 4900012268

distance 0.184

#3 · Punecell 4900012333

distance 0.191

#4 · Punecell 4900013237

distance 0.194

#5 · Punecell 4900012996

distance 0.201

#6 · Punecell 4900012833

distance 0.227

#7 · Punecell 4900012766

distance 0.256

#8 · Punecell 4900012612

distance 0.265

#9 · Nashikcell 4870001477

distance 0.271 · cross-district

#10 · Nashikcell 4870001182

distance 0.279 · cross-district

#11 · Punecell 4900012541

distance 0.283

#12 · Punecell 4900012613

distance 0.283

#13 · Nashikcell 4870000536

distance 0.292 · cross-district

#14 · Punecell 4900013035

distance 0.301

#15 · Punecell 4900012398

distance 0.307

#16 · Punecell 4900012685

distance 0.309

#17 · Punecell 4900012336

distance 0.311

#18 · Punecell 4900012396

distance 0.313

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":4900012697}}}'

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.