Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011398

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.507

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011270

distance 0.507

#2 · Punecell 4900011331

distance 0.526

#3 · Ahmednagarcell 4660011321

distance 0.556 · cross-district

#4 · Punecell 4900011261

distance 0.561

#5 · Punecell 4900011113

distance 0.567

#6 · Punecell 4900011934

distance 0.569

#7 · Punecell 4900010455

distance 0.569

#8 · Punecell 4900008074

distance 0.57

#9 · Punecell 4900011941

distance 0.571

#10 · Punecell 4900012070

distance 0.571

#11 · Punecell 4900003825

distance 0.572

#12 · Punecell 4900011726

distance 0.572

#13 · Punecell 4900012066

distance 0.572

#14 · Punecell 4900009171

distance 0.575

#15 · Punecell 4900007711

distance 0.576

#16 · Punecell 4900011332

distance 0.578

#17 · Punecell 4900011725

distance 0.583

#18 · Punecell 4900009153

distance 0.583

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":4900011398}}}'

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.