Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005281

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000020

distance 0.055 · cross-district

#2 · Jalnacell 4790004171

distance 0.068 · cross-district

#3 · Parbhanicell 4890004977

distance 0.079

#4 · Parbhanicell 4890005103

distance 0.083

#5 · Parbhanicell 4890005022

distance 0.089

#6 · Jalnacell 4790003931

distance 0.094 · cross-district

#7 · Parbhanicell 4890004935

distance 0.103

#8 · Jalnacell 4790003930

distance 0.108 · cross-district

#9 · Parbhanicell 4890005282

distance 0.108

#10 · Parbhanicell 4890004433

distance 0.109

#11 · Jalnacell 4790004092

distance 0.111 · cross-district

#12 · Jalnacell 4790002651

distance 0.111 · cross-district

#13 · Parbhanicell 4890003810

distance 0.112

#14 · Parbhanicell 4890004384

distance 0.112

#15 · Buldhanacell 4720000041

distance 0.113 · cross-district

#16 · Parbhanicell 4890004336

distance 0.115

#17 · Jalnacell 4790004104

distance 0.116 · cross-district

#18 · Jalnacell 4790003327

distance 0.118 · 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":4890005281}}}'

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.