Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008110

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 10 distinct districts

Index confidence

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.713

lower = more alike (weighted)

The twins, closest first

#1 · Thanecell 4970000547

distance 0.713 · cross-district

#2 · Thanecell 4970000612

distance 0.796 · cross-district

#3 · Raigadcell 4910005087

distance 0.903 · cross-district

#4 · Mumbai Suburbancell 4830000156

distance 0.906 · cross-district

#5 · Punecell 4900006674

distance 0.937

#6 · Punecell 4900008002

distance 0.944

#7 · Nagpurcell 4840001655

distance 0.945 · cross-district

#8 · Nandurbarcell 4860004926

distance 0.954 · cross-district

#9 · Nandurbarcell 4860005050

distance 0.96 · cross-district

#10 · Parbhanicell 4890004441

distance 0.974 · cross-district

#11 · Raigadcell 4910005039

distance 0.983 · cross-district

#12 · Hingolicell 4770002676

distance 1.014 · cross-district

#13 · Nagpurcell 4840001484

distance 1.017 · cross-district

#14 · Thanecell 4970003284

distance 1.023 · cross-district

#15 · Buldhanacell 4720001418

distance 1.023 · cross-district

#16 · Dharashivcell 4880003419

distance 1.028 · cross-district

#17 · Buldhanacell 4720001247

distance 1.043 · cross-district

#18 · Nagpurcell 4840008554

distance 1.05 · 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":4900008110}}}'

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.