Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004819

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004776

distance 0.096

#2 · Parbhanicell 4890004729

distance 0.122

#3 · Jalnacell 4790002733

distance 0.127 · cross-district

#4 · Parbhanicell 4890004799

distance 0.13

#5 · Parbhanicell 4890004783

distance 0.137

#6 · Parbhanicell 4890005071

distance 0.14

#7 · Parbhanicell 4890004777

distance 0.14

#8 · Parbhanicell 4890004760

distance 0.142

#9 · Parbhanicell 4890004392

distance 0.144

#10 · Parbhanicell 4890005101

distance 0.148

#11 · Parbhanicell 4890004734

distance 0.148

#12 · Parbhanicell 4890004014

distance 0.156

#13 · Hingolicell 4770003445

distance 0.158 · cross-district

#14 · Parbhanicell 4890005072

distance 0.159

#15 · Chhatrapati Sambhajinagarcell 4690001116

distance 0.161 · cross-district

#16 · Jalnacell 4790001910

distance 0.161 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006699

distance 0.162 · cross-district

#18 · Parbhanicell 4890004728

distance 0.163

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":4890004819}}}'

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.