Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000757

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

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000644

distance 0.259

#2 · Punecell 4900012245

distance 0.27

#3 · Sataracell 4940008158

distance 0.275 · cross-district

#4 · Punecell 4900000858

distance 0.286

#5 · Punecell 4900000315

distance 0.287

#6 · Sataracell 4940007632

distance 0.288 · cross-district

#7 · Sataracell 4940008350

distance 0.291 · cross-district

#8 · Punecell 4900000874

distance 0.294

#9 · Punecell 4900000530

distance 0.295

#10 · Sataracell 4940007642

distance 0.296 · cross-district

#11 · Punecell 4900000536

distance 0.306

#12 · Punecell 4900000381

distance 0.309

#13 · Punecell 4900000261

distance 0.311

#14 · Punecell 4900000539

distance 0.315

#15 · Punecell 4900012668

distance 0.32

#16 · Punecell 4900012460

distance 0.332

#17 · Punecell 4900012310

distance 0.335

#18 · Punecell 4900012929

distance 0.337

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":4900000757}}}'

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.