Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012463

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.404

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003945

distance 0.404 · cross-district

#2 · Solapurcell 4960004080

distance 0.413 · cross-district

#3 · Punecell 4900005515

distance 0.414

#4 · Solapurcell 4960004714

distance 0.418 · cross-district

#5 · Sataracell 4940005024

distance 0.42 · cross-district

#6 · Gondiacell 4760002653

distance 0.421 · cross-district

#7 · Nagpurcell 4840006330

distance 0.423 · cross-district

#8 · Jalgaoncell 4780002274

distance 0.43 · cross-district

#9 · Sataracell 4940007530

distance 0.435 · cross-district

#10 · Parbhanicell 4890005448

distance 0.438 · cross-district

#11 · Gondiacell 4760002046

distance 0.442 · cross-district

#12 · Bhandaracell 4710002588

distance 0.444 · cross-district

#13 · Parbhanicell 4890005015

distance 0.445 · cross-district

#14 · Ahmednagarcell 4660013237

distance 0.447 · cross-district

#15 · Sataracell 4940007529

distance 0.45 · cross-district

#16 · Hingolicell 4770003126

distance 0.451 · cross-district

#17 · Nagpurcell 4840006066

distance 0.451 · cross-district

#18 · Dharashivcell 4880000311

distance 0.452 · 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":4900012463}}}'

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.