Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004695

The MH-36 locality cells most similar to this Parbhani 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001974

distance 0.179 · cross-district

#2 · Buldhanacell 4720006995

distance 0.187 · cross-district

#3 · Jalnacell 4790003001

distance 0.19 · cross-district

#4 · Amravaticell 4680000768

distance 0.191 · cross-district

#5 · Nagpurcell 4840006091

distance 0.191 · cross-district

#6 · Parbhanicell 4890004519

distance 0.192

#7 · Solapurcell 4960002049

distance 0.195 · cross-district

#8 · Nagpurcell 4840006965

distance 0.195 · cross-district

#9 · Parbhanicell 4890004582

distance 0.195

#10 · Amravaticell 4680002709

distance 0.2 · cross-district

#11 · Jalnacell 4790003926

distance 0.201 · cross-district

#12 · Parbhanicell 4890004379

distance 0.202

#13 · Solapurcell 4960001938

distance 0.205 · cross-district

#14 · Jalnacell 4790003586

distance 0.209 · cross-district

#15 · Solapurcell 4960005748

distance 0.209 · cross-district

#16 · Beedcell 4700008713

distance 0.209 · cross-district

#17 · Buldhanacell 4720006749

distance 0.211 · cross-district

#18 · Solapurcell 4960001222

distance 0.212 · 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":489,"cluster_id":4890004695}}}'

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.