Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012622

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012623

distance 0.265

#2 · Nashikcell 4870001243

distance 0.33 · cross-district

#3 · Sataracell 4940005208

distance 0.342 · cross-district

#4 · Sataracell 4940005332

distance 0.393 · cross-district

#5 · Nashikcell 4870001150

distance 0.416 · cross-district

#6 · Sataracell 4940007844

distance 0.419 · cross-district

#7 · Nashikcell 4870003351

distance 0.425 · cross-district

#8 · Sataracell 4940007948

distance 0.428 · cross-district

#9 · Punecell 4900001258

distance 0.433

#10 · Punecell 4900002962

distance 0.454

#11 · Sataracell 4940002881

distance 0.457 · cross-district

#12 · Akolacell 4670000526

distance 0.465 · cross-district

#13 · Solapurcell 4960010430

distance 0.468 · cross-district

#14 · Punecell 4900008652

distance 0.469

#15 · Solapurcell 4960010344

distance 0.472 · cross-district

#16 · Solapurcell 4960011133

distance 0.473 · cross-district

#17 · Sataracell 4940004332

distance 0.479 · cross-district

#18 · Punecell 4900001764

distance 0.479

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":4900012622}}}'

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.