Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005997

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.437

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009052

distance 0.437

#2 · Punecell 4900007478

distance 0.464

#3 · Punecell 4900003694

distance 0.47

#4 · Punecell 4900008593

distance 0.486

#5 · Punecell 4900007470

distance 0.491

#6 · Punecell 4900005996

distance 0.492

#7 · Punecell 4900007339

distance 0.507

#8 · Punecell 4900005998

distance 0.508

#9 · Punecell 4900012884

distance 0.518

#10 · Punecell 4900006976

distance 0.537

#11 · Punecell 4900010433

distance 0.541

#12 · Punecell 4900007353

distance 0.541

#13 · Punecell 4900006974

distance 0.542

#14 · Punecell 4900007348

distance 0.546

#15 · Punecell 4900008265

distance 0.548

#16 · Punecell 4900012557

distance 0.55

#17 · Punecell 4900007226

distance 0.554

#18 · Punecell 4900009267

distance 0.555

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":4900005997}}}'

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.