Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004095

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.378

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011324

distance 0.378

#2 · Sataracell 4940008065

distance 0.391 · cross-district

#3 · Punecell 4900003283

distance 0.404

#4 · Sataracell 4940006884

distance 0.406 · cross-district

#5 · Punecell 4900003955

distance 0.407

#6 · Punecell 4900003008

distance 0.411

#7 · Sataracell 4940006775

distance 0.411 · cross-district

#8 · Punecell 4900010942

distance 0.416

#9 · Ahmednagarcell 4660010663

distance 0.428 · cross-district

#10 · Punecell 4900003406

distance 0.432

#11 · Sataracell 4940006779

distance 0.433 · cross-district

#12 · Punecell 4900002711

distance 0.437

#13 · Sataracell 4940006873

distance 0.438 · cross-district

#14 · Sataracell 4940006762

distance 0.44 · cross-district

#15 · Ahmednagarcell 4660011002

distance 0.443 · cross-district

#16 · Ahmednagarcell 4660009328

distance 0.443 · cross-district

#17 · Ahmednagarcell 4660009664

distance 0.444 · cross-district

#18 · Punecell 4900003540

distance 0.45

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":4900004095}}}'

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.