Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001260

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008975

distance 0.313 · cross-district

#2 · Punecell 4900001132

distance 0.615

#3 · Punecell 4900002054

distance 0.623

#4 · Dharashivcell 4880003419

distance 0.655 · cross-district

#5 · Sanglicell 4930004631

distance 0.673 · cross-district

#6 · Buldhanacell 4720001247

distance 0.685 · cross-district

#7 · Hingolicell 4770002676

distance 0.697 · cross-district

#8 · Chandrapurcell 4730005401

distance 0.698 · cross-district

#9 · Sanglicell 4930004487

distance 0.698 · cross-district

#10 · Nandurbarcell 4860004926

distance 0.701 · cross-district

#11 · Dharashivcell 4880005943

distance 0.705 · cross-district

#12 · Gadchirolicell 4750000181

distance 0.712 · cross-district

#13 · Jalnacell 4790001651

distance 0.718 · cross-district

#14 · Gadchirolicell 4750000547

distance 0.72 · cross-district

#15 · Chandrapurcell 4730005638

distance 0.721 · cross-district

#16 · Parbhanicell 4890004441

distance 0.738 · cross-district

#17 · Gadchirolicell 4750000108

distance 0.74 · cross-district

#18 · Gadchirolicell 4750000336

distance 0.741 · 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":4900001260}}}'

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.