Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013016

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012534

distance 0.194

#2 · Punecell 4900013015

distance 0.232

#3 · Punecell 4900012977

distance 0.241

#4 · Punecell 4900000748

distance 0.314

#5 · Punecell 4900000747

distance 0.323

#6 · Punecell 4900012462

distance 0.328

#7 · Sataracell 4940004079

distance 0.335 · cross-district

#8 · Punecell 4900013233

distance 0.341

#9 · Hingolicell 4770001676

distance 0.344 · cross-district

#10 · Punecell 4900012978

distance 0.345

#11 · Sataracell 4940003837

distance 0.346 · cross-district

#12 · Sataracell 4940004438

distance 0.351 · cross-district

#13 · Hingolicell 4770001731

distance 0.352 · cross-district

#14 · Solapurcell 4960010753

distance 0.358 · cross-district

#15 · Sataracell 4940007740

distance 0.358 · cross-district

#16 · Parbhanicell 4890005435

distance 0.373 · cross-district

#17 · Hingolicell 4770002607

distance 0.381 · cross-district

#18 · Nagpurcell 4840007611

distance 0.384 · 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":4900013016}}}'

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.