Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007446

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.868

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007079

distance 0.868

#2 · Punecell 4900006953

distance 0.909

#3 · Thanecell 4970000714

distance 0.926 · cross-district

#4 · Punecell 4900006347

distance 0.929

#5 · Punecell 4900006478

distance 0.959

#6 · Mumbai Suburbancell 4830000242

distance 0.969 · cross-district

#7 · Mumbai Suburbancell 4830000189

distance 0.974 · cross-district

#8 · Thanecell 4970000807

distance 0.986 · cross-district

#9 · Mumbai Suburbancell 4830000230

distance 0.989 · cross-district

#10 · Thanecell 4970000962

distance 1.015 · cross-district

#11 · Punecell 4900007090

distance 1.022

#12 · Thanecell 4970000730

distance 1.027 · cross-district

#13 · Punecell 4900005854

distance 1.033

#14 · Thanecell 4970000505

distance 1.036 · cross-district

#15 · Punecell 4900007445

distance 1.068

#16 · Punecell 4900007076

distance 1.072

#17 · Thanecell 4970001206

distance 1.094 · cross-district

#18 · Raigadcell 4910005473

distance 1.12 · 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":4900007446}}}'

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.