Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001868

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001725

distance 0.128

#2 · Punecell 4900002486

distance 0.155

#3 · Sataracell 4940007270

distance 0.17 · cross-district

#4 · Punecell 4900001721

distance 0.181

#5 · Punecell 4900003077

distance 0.183

#6 · Sataracell 4940007912

distance 0.186 · cross-district

#7 · Punecell 4900002751

distance 0.194

#8 · Punecell 4900003088

distance 0.195

#9 · Sataracell 4940007720

distance 0.196 · cross-district

#10 · Sataracell 4940007716

distance 0.198 · cross-district

#11 · Solapurcell 4960008145

distance 0.201 · cross-district

#12 · Solapurcell 4960005825

distance 0.203 · cross-district

#13 · Punecell 4900002462

distance 0.203

#14 · Punecell 4900001334

distance 0.204

#15 · Nashikcell 4870007911

distance 0.205 · cross-district

#16 · Sataracell 4940007284

distance 0.205 · cross-district

#17 · Sataracell 4940007795

distance 0.206 · cross-district

#18 · Punecell 4900002316

distance 0.206

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":4900001868}}}'

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.