Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012789

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

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001831

distance 0.301

#2 · Ahmednagarcell 4660002234

distance 0.328 · cross-district

#3 · Punecell 4900004168

distance 0.33

#4 · Punecell 4900004169

distance 0.343

#5 · Sataracell 4940004570

distance 0.345 · cross-district

#6 · Sataracell 4940003484

distance 0.347 · cross-district

#7 · Sataracell 4940007947

distance 0.351 · cross-district

#8 · Sataracell 4940004450

distance 0.352 · cross-district

#9 · Ahmednagarcell 4660002434

distance 0.362 · cross-district

#10 · Sataracell 4940005207

distance 0.367 · cross-district

#11 · Punecell 4900012692

distance 0.371

#12 · Punecell 4900001899

distance 0.373

#13 · Solapurcell 4960011055

distance 0.375 · cross-district

#14 · Solapurcell 4960011545

distance 0.38 · cross-district

#15 · Punecell 4900003702

distance 0.385

#16 · Sataracell 4940008049

distance 0.385 · cross-district

#17 · Sataracell 4940003600

distance 0.387 · cross-district

#18 · Sataracell 4940007636

distance 0.392 · 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":4900012789}}}'

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.