Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001157

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

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660012600

distance 0.288 · cross-district

#2 · Sataracell 4940006920

distance 0.294 · cross-district

#3 · Punecell 4900005648

distance 0.313

#4 · Sataracell 4940006921

distance 0.317 · cross-district

#5 · Punecell 4900001437

distance 0.335

#6 · Ahmednagarcell 4660005814

distance 0.343 · cross-district

#7 · Punecell 4900000701

distance 0.343

#8 · Punecell 4900001445

distance 0.343

#9 · Sataracell 4940008071

distance 0.354 · cross-district

#10 · Kolhapurcell 4800004371

distance 0.359 · cross-district

#11 · Punecell 4900007248

distance 0.363

#12 · Punecell 4900003316

distance 0.369

#13 · Punecell 4900001580

distance 0.374

#14 · Kolhapurcell 4800005566

distance 0.375 · cross-district

#15 · Kolhapurcell 4800004783

distance 0.375 · cross-district

#16 · Sataracell 4940007760

distance 0.376 · cross-district

#17 · Sataracell 4940005599

distance 0.376 · cross-district

#18 · Sataracell 4940008639

distance 0.377 · 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":4900001157}}}'

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.