Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010053

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.555

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010042

distance 0.555

#2 · Punecell 4900008331

distance 0.598

#3 · Punecell 4900004751

distance 0.605

#4 · Punecell 4900010032

distance 0.622

#5 · Punecell 4900009652

distance 0.657

#6 · Punecell 4900011312

distance 0.664

#7 · Punecell 4900006196

distance 0.667

#8 · Punecell 4900007792

distance 0.677

#9 · Punecell 4900005692

distance 0.684

#10 · Punecell 4900010658

distance 0.693

#11 · Punecell 4900006552

distance 0.694

#12 · Punecell 4900010242

distance 0.695

#13 · Punecell 4900011311

distance 0.698

#14 · Punecell 4900009932

distance 0.7

#15 · Punecell 4900007791

distance 0.702

#16 · Punecell 4900009850

distance 0.703

#17 · Punecell 4900007776

distance 0.724

#18 · Punecell 4900010597

distance 0.74

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":4900010053}}}'

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.