Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013151

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.333

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013116

distance 0.333

#2 · Nagpurcell 4840006331

distance 0.396 · cross-district

#3 · Parbhanicell 4890005140

distance 0.398 · cross-district

#4 · Sataracell 4940007529

distance 0.404 · cross-district

#5 · Punecell 4900012600

distance 0.411

#6 · Nashikcell 4870005814

distance 0.414 · cross-district

#7 · Solapurcell 4960011597

distance 0.417 · cross-district

#8 · Solapurcell 4960001295

distance 0.419 · cross-district

#9 · Punecell 4900013374

distance 0.427

#10 · Jalnacell 4790000264

distance 0.429 · cross-district

#11 · Beedcell 4700009046

distance 0.431 · cross-district

#12 · Jalnacell 4790000255

distance 0.431 · cross-district

#13 · Ahmednagarcell 4660012102

distance 0.433 · cross-district

#14 · Punecell 4900012235

distance 0.434

#15 · Gondiacell 4760002653

distance 0.434 · cross-district

#16 · Thanecell 4970001765

distance 0.436 · cross-district

#17 · Kolhapurcell 4800000593

distance 0.44 · cross-district

#18 · Gondiacell 4760002872

distance 0.44 · 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":4900013151}}}'

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.