Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001276

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004416

distance 0.19

#2 · Punecell 4900000406

distance 0.197

#3 · Punecell 4900007740

distance 0.2

#4 · Punecell 4900004820

distance 0.209

#5 · Punecell 4900006273

distance 0.21

#6 · Punecell 4900006274

distance 0.211

#7 · Punecell 4900000940

distance 0.212

#8 · Punecell 4900001265

distance 0.212

#9 · Punecell 4900001978

distance 0.213

#10 · Punecell 4900001686

distance 0.22

#11 · Punecell 4900004831

distance 0.221

#12 · Punecell 4900000895

distance 0.222

#13 · Punecell 4900007369

distance 0.222

#14 · Punecell 4900001292

distance 0.223

#15 · Sataracell 4940007046

distance 0.227 · cross-district

#16 · Sataracell 4940008486

distance 0.228 · cross-district

#17 · Punecell 4900001023

distance 0.229

#18 · Punecell 4900003437

distance 0.232

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":4900001276}}}'

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.