Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009884

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009885

distance 0.254

#2 · Punecell 4900012758

distance 0.417

#3 · Punecell 4900012620

distance 0.438

#4 · Punecell 4900010529

distance 0.447

#5 · Punecell 4900012826

distance 0.448

#6 · Punecell 4900008861

distance 0.458

#7 · Punecell 4900012549

distance 0.465

#8 · Punecell 4900006515

distance 0.467

#9 · Sataracell 4940008149

distance 0.471 · cross-district

#10 · Nashikcell 4870001898

distance 0.471 · cross-district

#11 · Punecell 4900012691

distance 0.472

#12 · Sataracell 4940008955

distance 0.473 · cross-district

#13 · Punecell 4900006516

distance 0.473

#14 · Punecell 4900008086

distance 0.474

#15 · Punecell 4900003017

distance 0.477

#16 · Sataracell 4940008973

distance 0.48 · cross-district

#17 · Punecell 4900001390

distance 0.481

#18 · Punecell 4900001261

distance 0.486

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":4900009884}}}'

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.