Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000631

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.349

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008349

distance 0.349 · cross-district

#2 · Punecell 4900000873

distance 0.423

#3 · Sataracell 4940007433

distance 0.443 · cross-district

#4 · Punecell 4900000642

distance 0.454

#5 · Punecell 4900000997

distance 0.457

#6 · Sataracell 4940001550

distance 0.463 · cross-district

#7 · Punecell 4900000643

distance 0.463

#8 · Punecell 4900000640

distance 0.466

#9 · Sataracell 4940002036

distance 0.468 · cross-district

#10 · Punecell 4900000540

distance 0.472

#11 · Punecell 4900012972

distance 0.481

#12 · Punecell 4900001922

distance 0.492

#13 · Sataracell 4940005564

distance 0.492 · cross-district

#14 · Sataracell 4940008152

distance 0.497 · cross-district

#15 · Sataracell 4940005203

distance 0.499 · cross-district

#16 · Sataracell 4940008348

distance 0.504 · cross-district

#17 · Ahmednagarcell 4660012265

distance 0.507 · cross-district

#18 · Punecell 4900012906

distance 0.509

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":4900000631}}}'

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.