Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012623

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

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870001243

distance 0.247 · cross-district

#2 · Punecell 4900012622

distance 0.265

#3 · Nashikcell 4870001150

distance 0.295 · cross-district

#4 · Nashikcell 4870003351

distance 0.305 · cross-district

#5 · Nashikcell 4870003352

distance 0.331 · cross-district

#6 · Nashikcell 4870003489

distance 0.359 · cross-district

#7 · Sataracell 4940005208

distance 0.378 · cross-district

#8 · Sataracell 4940004332

distance 0.379 · cross-district

#9 · Sataracell 4940008974

distance 0.381 · cross-district

#10 · Sataracell 4940004451

distance 0.382 · cross-district

#11 · Punecell 4900001258

distance 0.387

#12 · Sataracell 4940005332

distance 0.388 · cross-district

#13 · Nashikcell 4870003214

distance 0.394 · cross-district

#14 · Punecell 4900003629

distance 0.397

#15 · Nashikcell 4870001055

distance 0.407 · cross-district

#16 · Sataracell 4940005373

distance 0.408 · cross-district

#17 · Punecell 4900003365

distance 0.416

#18 · Sataracell 4940007740

distance 0.423 · 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":4900012623}}}'

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.