Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008507

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

0.624

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009606

distance 0.624

#2 · Punecell 4900007334

distance 0.712

#3 · Nashikcell 4870003232

distance 0.76 · cross-district

#4 · Punecell 4900002011

distance 0.764

#5 · Nashikcell 4870003503

distance 0.767 · cross-district

#6 · Punecell 4900006844

distance 0.773

#7 · Punecell 4900009607

distance 0.78

#8 · Nashikcell 4870002418

distance 0.8 · cross-district

#9 · Punecell 4900007456

distance 0.804

#10 · Punecell 4900007220

distance 0.807

#11 · Nashikcell 4870002607

distance 0.808 · cross-district

#12 · Punecell 4900006480

distance 0.824

#13 · Nashikcell 4870002413

distance 0.831 · cross-district

#14 · Punecell 4900006722

distance 0.832

#15 · Nashikcell 4870003094

distance 0.833 · cross-district

#16 · Punecell 4900010259

distance 0.837

#17 · Nashikcell 4870002722

distance 0.838 · cross-district

#18 · Nashikcell 4870002831

distance 0.844 · cross-district

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":4900008507}}}'

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.